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Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=arfdjgKyhz
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Human-like multiple object tracking through occlusion via gaze-following
|
[
"Benjamin Peters",
"Eivinas Butkus",
"Nikolaus Kriegeskorte"
] |
|
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=ai0ES5VAAM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Inverting cognitive models with machine learning to infer preferences from fixations
|
[
"Evan Russek",
"Frederick Callaway",
"Thomas L. Griffiths"
] |
|
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=TaLDynXjZa
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Detection of Drowsiness and Impending Microsleep from Eye Movements
|
[
"Silvia Makowski",
"Paul Prasse",
"Lena Ann Jäger",
"Tobias Scheffer"
] |
|
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=JBIfteTlxk
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention
|
[
"Sheng Wang",
"Zihao Zhao",
"Lichi Zhang",
"Dinggang Shen",
"Qian Wang"
] |
|
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=EykfhjYrM0
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Memory-Based Sequential Attention
|
[
"Jason Stock",
"Charles Anderson"
] |
|
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=6h8RjNchuh
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
StatTexNet: Evaluating the Importance of Statistical Parameters for Pyramid-Based Texture and Peripheral Vision Models
|
[
"Christian Koevesdi",
"Vasha DuTell",
"Anne Harrington",
"Mark Hamilton",
"William T. Freeman",
"Ruth Rosenholtz"
] |
|
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=5xAhArE66p
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Temporal Understanding of Gaze Communication with GazeTransformer
|
[
"Ryan Anthony de Belen",
"Gelareh Mohammadi",
"Arcot Sowmya"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=yLUAM6s1cn
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Dissecting In-Context Learning of Translations
|
[
"Vikas Raunak",
"Arul Menezes",
"Hany Hassan Awadalla"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=xGKuxPVwcL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts
|
[
"Chen Dun",
"Mirian Hipolito Garcia",
"Guoqing Zheng",
"Ahmed Awadallah",
"Robert Sim",
"Anastasios Kyrillidis",
"Dimitrios Dimitriadis"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=v3JJmLYk12
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Extra Training Provides a Strong Baseline for CLIP
|
[
"Alaa Khaddaj",
"Hadi Salman",
"Andrew Ilyas",
"Guillaume Leclerc",
"Aleksander Madry"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=tnpdX0wnc3
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Neural Sandbox Framework for Classification: A Concept Based Method of Leveraging LLMs for Text Classification
|
[
"Mostafa Mushsharat",
"Nabeel Mohammed",
"Mohammad Ruhul Amin"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=tRMiaexFZO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Can LLM-Generated Misinformation Be Detected?
|
[
"Canyu Chen",
"Kai Shu"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=r7YtqrcPQN
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Through Consistency for Prompt Tuning
|
[
"Shuvendu Roy",
"Ali Etemad"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=quQ7PN4Fk2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How does fine-tuning affect your model? Mechanistic analysis on procedural tasks
|
[
"Samyak Jain",
"Robert Kirk",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tim Rocktäschel",
"Edward Grefenstette",
"David Krueger"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=nVHj8zEmiJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
HART: Efficient Adaptation via Regularized Autoregressive Parameter Generation
|
[
"Chen Liang",
"Nikos Karampatziakis",
"Tuo Zhao",
"Weizhu Chen"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=nN8pCTVQZD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SELF-EXPLAIN: Teaching Large Language Models to Reason Complex Questions by Themselves
|
[
"Jiachen ZHAO",
"Zonghai Yao",
"zhichao Yang",
"hong yu"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=msOSDvY4Ss
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
|
[
"Alexander Robey",
"Eric Wong",
"Hamed Hassani",
"George Pappas"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=m37czv08Ie
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Evaluating Adversarial Defense in the Era of Large Language Models
|
[
"Joachim Studnia",
"Simiao Zuo",
"Xiaodong Liu",
"Qiang Lou",
"Jian Jiao",
"Denis Charles"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=lfIXPclVHj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ICL-Markup: Structuring In-Context Learning using Soft-Token Tags
|
[
"Marc-Etienne Brunet",
"Ashton Anderson",
"Richard Zemel"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=jYluzCLFDM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Lag-Llama: Towards Foundation Models for Time Series Forecasting
|
[
"Kashif Rasul",
"Arjun Ashok",
"Andrew Robert Williams",
"Arian Khorasani",
"George Adamopoulos",
"Rishika Bhagwatkar",
"Marin Biloš",
"Hena Ghonia",
"Nadhir Hassen",
"Anderson Schneider",
"Sahil Garg",
"Alexandre Drouin",
"Nicolas Chapados",
"Yuriy Nevmyvaka",
"Irina Rish"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ikSuM1txmW
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Analyzing Zero-Shot Abilities of Vision-Language Models on Video Understanding Tasks
|
[
"Avinash Madasu",
"Anahita Bhiwandiwalla",
"Vasudev Lal"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=h5VySv1O4q
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
TART: A plug-and-play Transformer module for task-agnostic reasoning
|
[
"Kush Bhatia",
"Avanika Narayan",
"Christopher De Sa",
"Christopher Re"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=gtCTVAu8PR
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
READ: Recurrent Adaptation of Large Transformers
|
[
"Sid Wang",
"John Nguyen",
"Ke Li",
"Carole-Jean Wu"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=gfsVPiIFPr
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models
|
[
"Sagar Sakhinana",
"Sannidhi Geethan",
"Venkataramana Runkana"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=fzLpelzcXl
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SAD: Segment Any RGBD
|
[
"Jun CEN",
"Yizheng Wu",
"Kewei Wang",
"Xingyi Li",
"Jingkang Yang",
"Yixuan Pei",
"Lingdong Kong",
"Ziwei Liu",
"Qifeng Chen"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ext42s06eY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Crossing New Frontiers: Knowledge-Augmented Large Language Model Prompting for Zero-Shot Text-Based De Novo Molecule Design
|
[
"Sagar Sakhinana",
"Venkataramana Runkana"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=erl90pLIH0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Investigating Hiring Bias in Large Language Models
|
[
"Akshaj Kumar Veldanda",
"Fabian Grob",
"Shailja Thakur",
"Hammond Pearce",
"Benjamin Tan",
"Ramesh Karri",
"Siddharth Garg"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=cmOzZuiFPs
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards General-Purpose In-Context Learning Agents
|
[
"Louis Kirsch",
"James Harrison",
"C. Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=YrYcoV2dAk
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Visual Cropping Improves Zero-Shot Question Answering of Multimodal Large Language Models
|
[
"Jiarui Zhang",
"Mahyar Khayatkhoei",
"Prateek Chhikara",
"Filip Ilievski"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=XoacWibt7b
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Foundation Models Can Robustify Themselves, For Free
|
[
"Dyah Adila",
"Changho Shin",
"Linrong Cai",
"Frederic Sala"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=V70F9FByZp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Automatic Hallucination Assessment for Aligned Large Language Models via Transferable Adversarial Attacks
|
[
"Xiaodong Yu",
"Hao Cheng",
"Xiaodong Liu",
"Dan Roth",
"Jianfeng Gao"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=UcsXamgPtT
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Task Arithmetic with LoRA for Continual Learning
|
[
"Rajas Chitale",
"Ankit Vaidya",
"Aditya Kane",
"Archana Santosh Ghotkar"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=SJwXWwc47T
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Teaching language models with canonical examples
|
[
"John Hewitt",
"Sarah Li Chen",
"Percy Liang",
"Christopher D Manning"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=S2FtwvKiiY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive
|
[
"Qing Guo",
"Prashan Wanigasekara",
"Jian Zheng",
"Jacob Zhiyuan Fang",
"Xinwei Deng",
"Chenyang Tao"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=RSGmZ7HZaA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Stepwise Inference in Transformers: Exploring a Synthetic Graph Navigation Task
|
[
"Mikail Khona",
"Maya Okawa",
"Rahul Ramesh",
"Kento Nishi",
"Robert P. Dick",
"Ekdeep Singh Lubana",
"Hidenori Tanaka"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=NIeCTX8prp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fooling GPT with adversarial in-context examples for text classification
|
[
"Sudhanshu Ranjan",
"Chung-En Sun",
"Linbo Liu",
"Tsui-Wei Weng"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=NDNb6L5xjI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Dr.ICL: Demonstration-Retrieved In-context Learning
|
[
"Man Luo",
"Xin Xu",
"Zhuyun Dai",
"Panupong Pasupat",
"Mehran Kazemi",
"Chitta Baral",
"Vaiva Imbrasaite",
"Vincent Y Zhao"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=MpDSo3Rglq
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Trained Transformers Learn Linear Models In-Context
|
[
"Ruiqi Zhang",
"Spencer Frei",
"Peter Bartlett"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=LMg88bFhNJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
In-Context Learning and Bayesian Inference
|
[
"Madhur Panwar",
"Kabir Ahuja",
"Navin Goyal"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=LBzGS2j4m4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AutoVP: An Automated Visual Prompting Framework and Benchmark
|
[
"Hsi-Ai Tsao",
"Lei Hsiung",
"Pin-Yu Chen",
"Sijia Liu",
"Tsung-Yi Ho"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=KIhFggzePM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks
|
[
"Rahul Ramesh",
"Mikail Khona",
"Robert P. Dick",
"Hidenori Tanaka",
"Ekdeep Singh Lubana"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=Jd8mD3SU8j
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
What’s important here?: Opportunities and Challenges of LLM in retrieving information from Web Interface
|
[
"Faria Huq",
"Jeffrey P. Bigham",
"Nikolas Martelaro"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=IaNJC1IRds
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
One shot localization and segmentation of medical images with Foundation Models
|
[
"Deepa Anand",
"Gurunath Reddy",
"Vanika Singhal",
"Dattesh D. Shanbhag",
"Shriram KS",
"Uday Patil",
"Chitresh Bhushan",
"Kavitha Manickam",
"Dawei Gui",
"Rakesh Mullick",
"Avinash Gopal",
"Parminder Bhatia",
"Taha Kass-Hout"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=HAqPAqztEU
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Universal Prompt Generator for Large Language Models
|
[
"Gurusha Juneja",
"Amit Sharma"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=FJo2lroF7R
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AutoMix: Mixing Models with Few-shot Self and Meta Verification
|
[
"Aman Madaan",
"Pranjal Aggarwal",
"Ankit Anand",
"Srividya Pranavi Potharaju",
"Swaroop Mishra",
"Pei Zhou",
"Aditya Gupta",
"Dheeraj Rajagopal",
"Yiming Yang",
"Shyam Upadhyay",
"Mausam .",
"Manaal Faruqui"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=EztQmfnMLg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Coded Prompts for Large Language Models
|
[
"Ziqian Lin",
"Yicong Chen",
"Yuchen Zeng",
"Kangwook Lee"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=EEIPgU1oO6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Deep Embedded Clustering in Few-shot Representations (DECiFR)
|
[
"Yasaman Esfandiari",
"Rodolfo Valiente Romero",
"Amir Rahimi"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ED7E1fUAk2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Divide and Conquer: Two-Level Problem Remodeling for Large-Scale Few-Shot Learning
|
[
"Mohamadreza Fereydooni",
"Hosein Hasani",
"Ali Razghandi",
"Mahdieh Soleymani Baghshah"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=CaXs5JGpzd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Function-constrained Program Synthesis
|
[
"Patrick Anthony Hajali",
"Ignas Budvytis"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=CPpkklQWQW
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation
|
[
"Duy Minh Ho Nguyen",
"Tan Ngoc Pham",
"Nghiem Tuong Diep",
"Nghi Quoc Phan",
"Quang Pham",
"Vinh Tong",
"Binh T. Nguyen",
"Ngan Hoang Le",
"Nhat Ho",
"Pengtao Xie",
"Daniel Sonntag",
"Mathias Niepert"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=AJiBZ1BPH5
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Zero-shot Improvement of Object Counting with CLIP
|
[
"Ruisu Zhang",
"Yicong Chen",
"Kangwook Lee"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=9Tze4oy4lw
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Efficient Online Data Mixing For Language Model Pre-Training
|
[
"Alon Albalak",
"Liangming Pan",
"Colin Raffel",
"William Yang Wang"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=9Eu2NMT0Ya
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
The Consensus Game: Language Model Generation via Equilibrium Search
|
[
"Athul Paul Jacob",
"Yikang Shen",
"Gabriele Farina",
"Jacob Andreas"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=8KgUJqPUOb
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning
|
[
"Sagar Sakhinana",
"Venkataramana Runkana"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7mEOK0EnbY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Trainable Transformer in Transformer
|
[
"Abhishek Panigrahi",
"Sadhika Malladi",
"Mengzhou Xia",
"Sanjeev Arora"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7jmtHtv9Ch
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning
|
[
"Jiazheng Li",
"Runcong Zhao",
"Yongxin Yang",
"Yulan He",
"Lin Gui"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7GHPcloiHq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Selective Prediction For Open-Ended Question Answering in Black-Box Vision-Language Models
|
[
"Zaid Khan",
"Yun Fu"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7Dd8uBHo90
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
LOVM: Language-Only Vision Model Selection
|
[
"Orr Zohar",
"Shih-Cheng Huang",
"Kuan-Chieh Wang",
"Serena Yeung"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=6adcWzmtHR
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Context is Environment
|
[
"Sharut Gupta",
"David Lopez-Paz",
"Stefanie Jegelka",
"Kartik Ahuja"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=6FwaSOEeKD
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
InstructEval: Systematic Evaluation of Instruction Selection Methods
|
[
"Anirudh Ajith",
"Mengzhou Xia",
"Ameet Deshpande",
"Karthik R Narasimhan"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=5TsfEEwRsu
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
PATHFINDER: Guided Search over Multi-Step Reasoning Paths
|
[
"Olga Golovneva",
"Sean O'Brien",
"Ramakanth Pasunuru",
"Tianlu Wang",
"Luke Zettlemoyer",
"Maryam Fazel-Zarandi",
"Asli Celikyilmaz"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=4uiOPSvbN6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Enhancing Large Language Models with Ensemble of Critics for Mitigating Toxicity and Hallucination
|
[
"Sajad Mousavi",
"Ricardo Luna Gutierrez",
"Desik Rengarajan",
"Vineet Gundecha",
"Ashwin Ramesh Babu",
"Avisek Naug",
"Antonio Guillen",
"Soumyendu Sarkar"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=3MpDQ0YA7V
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Meta- (out-of-context) learning in neural networks
|
[
"Dmitrii Krasheninnikov",
"Egor Krasheninnikov",
"Bruno Mlodozeniec",
"David Krueger"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2gytoWpJGf
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Zero-shot Clustering of Embeddings with Pretrained and Self-Supervised Learnt Encoders
|
[
"Scott C Lowe",
"Joakim Bruslund Haurum",
"Sageev Oore",
"Thomas B. Moeslund",
"Graham W. Taylor"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2LkTVY15SM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Flexible visual prompts for in context learning in computer vision
|
[
"Thomas Foster",
"Ioana Croitoru",
"Robert Dorfman",
"Christoffer Edlund",
"Thomas Varsavsky",
"Jon Almazán"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=2J8xnFLMgF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Why Larger Language Models Do In-context Learning Differently?
|
[
"Zhenmei Shi",
"Junyi Wei",
"Zhuoyan Xu",
"Yingyu Liang"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=1fuyNbblEt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Analyzing ChatGPT’s Behavior Shifts Over Time
|
[
"Lingjiao Chen",
"Matei Zaharia",
"James Zou"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=1G7n7LW3mF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Are Large Language Models Post Hoc Explainers?
|
[
"Nicholas Kroeger",
"Dan Ley",
"Satyapriya Krishna",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] |
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=0hTtit3AAm
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
CLIPA-v2: Scaling CLIP Training with 81.1
|
[
"Xianhang Li",
"Zeyu Wang",
"Cihang Xie"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=zarvq21MVP
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Graph Neural Networks Benefit from Structural Information Provably: A Feature Learning Perspective
|
[
"Wei Huang",
"Yuan Cao",
"Haonan Wang",
"Xin Cao",
"Taiji Suzuki"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=zaeQGiPVYY
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Linear attention is (maybe) all you need (to understand transformer optimization)
|
[
"Kwangjun Ahn",
"Xiang Cheng",
"Minhak Song",
"Chulhee Yun",
"Ali Jadbabaie",
"Suvrit Sra"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=xzJ8Xt6wy7
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study
|
[
"Prin Phunyaphibarn",
"Junghyun Lee",
"Bohan Wang",
"Huishuai Zhang",
"Chulhee Yun"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=xxYfmRTwyX
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Feature Learning in Infinite-Depth Neural Networks
|
[
"Greg Yang",
"Dingli Yu",
"Chen Zhu",
"Soufiane Hayou"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=wsgXCcqiQY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Variational Classification
|
[
"Shehzaad Dhuliawala",
"Mrinmaya Sachan",
"Carl Allen"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=vXkC6AOupO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Implicit biases in multitask and continual learningfrom a backward error analysis perspective
|
[
"Benoit Dherin"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=qxy72wUf90
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
The Noise Geometry of Stochastic Gradient Descent: A Quantitative and Analytical Characterization
|
[
"Mingze Wang",
"Lei Wu"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=ovTv99C921
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Curvature-Dimension Tradeoff for Generalization in Hyperbolic Space
|
[
"Nico Alvarado",
"Hans Lobel",
"Mircea Petrache"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=kuAQRCHQNX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Understanding the Role of Noisy Statistics in the Regularization Effect of Batch Normalization
|
[
"Atli Kosson",
"Dongyang Fan",
"Martin Jaggi"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=kXf5CfXBbU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Generalization Guarantees of Deep ResNets in the Mean-Field Regime
|
[
"Yihang Chen",
"Fanghui Liu",
"Yiping Lu",
"Grigorios Chrysos",
"Volkan Cevher"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=jRqhooP4f9
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Theoretical Explanation for Generalization from Adversarial Perturbations
|
[
"Soichiro Kumano",
"Hiroshi Kera",
"Toshihiko Yamasaki"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=iKiEzVD0DC
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
In-Context Convergence of Transformers
|
[
"Yu Huang",
"Yuan Cheng",
"Yingbin Liang"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=hVcGX9oOeE
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Unraveling the Complexities of Simplicity Bias: Mitigating and Amplifying Factors
|
[
"Xuchen Gong",
"Tianwen Fu"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=gLwzzmh79K
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Transformers as Support Vector Machines
|
[
"Davoud Ataee Tarzanagh",
"Yingcong Li",
"Christos Thrampoulidis",
"Samet Oymak"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=dq5QGXGxoJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Theoretical Study of Dataset Distillation
|
[
"Zachary Izzo",
"James Zou"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=dE5MEi9906
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Models
|
[
"Deqing Fu",
"Tianqi Chen",
"Robin Jia",
"Vatsal Sharan"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=aBeZ3jid9i
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Role of Unstructured Training Data in Transformers' In-Context Learning Capabilities
|
[
"Kevin Christian Wibisono",
"Yixin Wang"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=ZBqB3XiN6M
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Privacy at Interpolation: Precise Analysis for Random and NTK Features
|
[
"Simone Bombari",
"Marco Mondelli"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=Z7UaGFmg8O
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Denoising Low-Rank Data Under Distribution Shift: Double Descent and Data Augmentation
|
[
"Chinmaya Kausik",
"Kashvi Srivastava",
"Rishi Sonthalia"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=WooXHaAvKQ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How does Gradient Descent Learn Features — A Local Analysis for Regularized Two-Layer Neural Networks
|
[
"Mo Zhou",
"Rong Ge"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=WGWM0MzWAg
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
|
[
"Zixiang Chen",
"Yihe Deng",
"Yuanzhi Li",
"Quanquan Gu"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=Shqnglu4En
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Scale-Invariant Sharpness Measures
|
[
"Behrooz Tahmasebi",
"Ashkan Soleymani",
"Stefanie Jegelka",
"Patrick Jaillet"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=QPMfCLnIqf
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Grokking modular arithmetic can be explained by margin maximization
|
[
"Mohamad Amin Mohamadi",
"Zhiyuan Li",
"Lei Wu",
"Danica Sutherland"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=QBOV4DqFh6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling:
Global Convergence Guarantees and Feature Learning
|
[
"Fadhel Ayed",
"Francois Caron",
"Paul Jung",
"Juho Lee",
"Hoil Lee",
"Hongseok Yang"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=PYZ2lNVxgz
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Computational Complexity of Inverting Generative Models
|
[
"Feyza Duman Keles",
"Chinmay Hegde"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=M5SPJzYsWF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Flow-based Distributionally Robust Optimization
|
[
"Chen Xu",
"Jonghyeok Lee",
"Xiuyuan Cheng",
"Yao Xie"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=KzR07JhgtW
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Theoretical Explanation of Deep RL Performance in Stochastic Environments
|
[
"Cassidy Laidlaw",
"Banghua Zhu",
"Stuart Russell",
"Anca Dragan"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=KZ47dqKtGs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Under-Parameterized Double Descent for Ridge Regularized Least Squares Denoising of Data on a Line
|
[
"Rishi Sonthalia",
"Xinyue Li",
"Bochao Gu"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=IfyZSIxcoM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Continual Learning for Long-Tailed Recognition: Bridging the Gap in Theory and Practice
|
[
"Mahdiyar Molahasani",
"Ali Etemad",
"Michael Greenspan"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=Gw77i2J8g5
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SimVAE: Narrowing the gap between Discriminative Generative Representation Learning
|
[
"Alice Bizeul",
"Carl Allen"
] |
|
Workshop/M3L
|
https://openreview.net/forum?id=FM6MtmeRxZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate
|
[
"Miao Lu",
"Beining Wu",
"Xiaodong Yang",
"Difan Zou"
] |
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