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values | conference_name
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values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/TGL
|
https://openreview.net/forum?id=13jswzpMI8
|
poster
|
2402.05944
|
Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization
|
[
"Mahdi Biparva",
"Raika Karimi",
"Faezeh Faez",
"Yingxue Zhang"
] |
https://huggingface.co/papers/2402.05944
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=y5ihmWxYWx
|
poster
|
Evaluating Peripheral Vision as an Input Transformation to Understand Object Detection Model Behavior
|
[
"Anne Harrington",
"Vasha DuTell",
"Mark Hamilton",
"Ayush Tewari",
"Simon Stent",
"William T. Freeman",
"Ruth Rosenholtz"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=wEoagacatn
|
oral
|
Interaction-aware Dynamic 3D Gaze Estimation in Videos
|
[
"Chenyi Kuang",
"Jeffrey O. Kephart",
"Qiang Ji"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=w5uLSMt3Qc
|
oral
|
SuperVision: Self-Supervised Super-Resolution for Appearance-Based Gaze Estimation
|
[
"Galen O'Shea",
"Majid Komeili"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=v25W8STO2T
|
oral
|
An Attention-based Predictive Agent for Handwritten Numeral/Alphabet Recognition via Generation
|
[
"Bonny Banerjee",
"Murchana Baruah"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=tY06Zwn3v4
|
oral
|
EG-SIF: Improving Appearance Based Gaze Estimation using Self Improving Features
|
[
"Vasudev Singh",
"Chaitanya Langde",
"Sourav Lakotia",
"Vignesh Kannan",
"Shuaib Ahmed"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=rtdn6GHiLo
|
poster
|
Leveraging Multi-Modal Saliency and Fusion for Gaze Target Detection
|
[
"Athul Mathew",
"Arshad Khan",
"Thariq Khalid",
"Faroq AL-Tam",
"Riad Souissi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=qUfLsi3Vlm
|
poster
|
Exploring Foveation and Saccade for Improved Weakly-Supervised Localization
|
[
"Timur Ibrayev",
"Manish Nagaraj",
"Amitangshu Mukherjee",
"Kaushik Roy"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=o9YkHqBE5I
|
poster
|
SAM meets Gaze: Passive Eye Tracking for Prompt-based Instance Segmentation
|
[
"Daniel Beckmann",
"Jacqueline Kockwelp",
"Joerg Gromoll",
"Friedemann Kiefer",
"Benjamin Risse"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=kMNLseFKcT
|
oral
|
Planning by Active Sensing
|
[
"Kaushik Lakshminarasimhan",
"Seren Zhu",
"Dora Angelaki"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=hJ5DREWdjs
|
poster
|
GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model
|
[
"Bin Wang",
"Armstrong Aboah",
"Zheyuan Zhang",
"Hongyi Pan",
"Ulas Bagci"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=bGHlCkrceS
|
poster
|
FoVAE: Reconstructive Foveation as a Self-Supervised Variational Inference Task for Visual Representation Learning
|
[
"Ivan Vegner",
"Siddharth N",
"Leonidas A. A. Doumas"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=arfdjgKyhz
|
poster
|
Human-like multiple object tracking through occlusion via gaze-following
|
[
"Benjamin Peters",
"Eivinas Butkus",
"Nikolaus Kriegeskorte"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=ai0ES5VAAM
|
poster
|
Inverting cognitive models with machine learning to infer preferences from fixations
|
[
"Evan Russek",
"Frederick Callaway",
"Thomas L. Griffiths"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=TaLDynXjZa
|
poster
|
Detection of Drowsiness and Impending Microsleep from Eye Movements
|
[
"Silvia Makowski",
"Paul Prasse",
"Lena Ann Jäger",
"Tobias Scheffer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=JBIfteTlxk
|
oral
|
Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention
|
[
"Sheng Wang",
"Zihao Zhao",
"Lichi Zhang",
"Dinggang Shen",
"Qian Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=EykfhjYrM0
|
oral
|
Memory-Based Sequential Attention
|
[
"Jason Stock",
"Charles Anderson"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=6h8RjNchuh
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/Gaze_Meets_ML
|
https://openreview.net/forum?id=5xAhArE66p
|
poster
|
Temporal Understanding of Gaze Communication with GazeTransformer
|
[
"Ryan Anthony de Belen",
"Gelareh Mohammadi",
"Arcot Sowmya"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=zd2qE6BBdU
|
oral
|
2305.17066
|
Mindstorms in Natural Language-Based Societies of Mind
|
[
"Mingchen Zhuge",
"Haozhe Liu",
"Francesco Faccio",
"Dylan R. Ashley",
"Róbert Csordás",
"Anand Gopalakrishnan",
"Abdullah Hamdi",
"Hasan Abed Al Kader Hammoud",
"Vincent Herrmann",
"Kazuki Irie",
"Louis Kirsch",
"Bing Li",
"Guohao Li",
"Shuming Liu",
"Jinjie Mai",
"Piotr Piękos",
"Aditya Ramesh",
"Imanol Schlag",
"Weimin Shi",
"Aleksandar Stanić",
"Wenyi Wang",
"Yuhui Wang",
"Mengmeng Xu",
"Deng-Ping Fan",
"Bernard Ghanem",
"Jürgen Schmidhuber"
] |
https://huggingface.co/papers/2305.17066
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=yMkalE52Xv
|
poster
|
2310.13855
|
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
|
[
"Xinyu Hu",
"Pengfei Tang",
"Simiao Zuo",
"Zihan Wang",
"Bowen Song",
"Qiang Lou",
"Jian Jiao",
"Denis X Charles"
] |
https://huggingface.co/papers/2310.13855
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=yLUAM6s1cn
|
poster
|
Dissecting In-Context Learning of Translations
|
[
"Vikas Raunak",
"Arul Menezes",
"Hany Hassan Awadalla"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=xGKuxPVwcL
|
poster
|
2306.08586
|
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"
] |
https://huggingface.co/papers/2306.08586
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=v3JJmLYk12
|
poster
|
Extra Training Provides a Strong Baseline for CLIP
|
[
"Alaa Khaddaj",
"Hadi Salman",
"Andrew Ilyas",
"Guillaume Leclerc",
"Aleksander Madry"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=uwKI6Rwj6S
|
oral
|
2311.01011
|
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
|
[
"Sam Toyer",
"Olivia Watkins",
"Ethan Adrian Mendes",
"Justin Svegliato",
"Luke Bailey",
"Tiffany Wang",
"Isaac Ong",
"Karim Elmaaroufi",
"Pieter Abbeel",
"Trevor Darrell",
"Alan Ritter",
"Stuart Russell"
] |
https://huggingface.co/papers/2311.01011
|
[
""
] |
[
"latticeflow/compl-ai-board"
] |
[] |
[
"qxcv/tensor-trust"
] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ucTe1eiLc6
|
poster
|
2306.17439
|
Provable Robust Watermarking for AI-Generated Text
|
[
"Xuandong Zhao",
"Prabhanjan Vijendra Ananth",
"Lei Li",
"Yu-Xiang Wang"
] |
https://huggingface.co/papers/2306.17439
|
[
"https://github.com/xuandongzhao/gptwatermark"
] |
[
"Xuandong/Unigram-Watermark"
] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=tnpdX0wnc3
|
poster
|
Neural Sandbox Framework for Classification: A Concept Based Method of Leveraging LLMs for Text Classification
|
[
"Mostafa Mushsharat",
"Nabeel Mohammed",
"Mohammad Ruhul Amin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=tlGjuJEEo1
|
oral
|
2310.03016
|
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
|
[
"Satwik Bhattamishra",
"Arkil Patel",
"Phil Blunsom",
"Varun Kanade"
] |
https://huggingface.co/papers/2310.03016
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=tRMiaexFZO
|
poster
|
2309.13788
|
Can LLM-Generated Misinformation Be Detected?
|
[
"Canyu Chen",
"Kai Shu"
] |
https://huggingface.co/papers/2309.13788
|
[
"https://github.com/llm-misinformation/llm-misinformation"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=rYWD5TMaLj
|
poster
|
2310.08419
|
Jailbreaking Black Box Large Language Models in Twenty Queries
|
[
"Patrick Chao",
"Alexander Robey",
"Edgar Dobriban",
"Hamed Hassani",
"George J. Pappas",
"Eric Wong"
] |
https://huggingface.co/papers/2310.08419
|
[
"https://github.com/patrickrchao/jailbreakingllms"
] |
[
"TrustSafeAI/GradientCuff-Jailbreak-Defense",
"TrustSafeAI/Defensive-Prompt-Patch-Jailbreak-Defense"
] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=r7YtqrcPQN
|
oral
|
Learning Through Consistency for Prompt Tuning
|
[
"Shuvendu Roy",
"Ali Etemad"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=quQ7PN4Fk2
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=qtpTVc1c3c
|
poster
|
2309.11751
|
How Robust is Google's Bard to Adversarial Image Attacks?
|
[
"Yinpeng Dong",
"Huanran Chen",
"Jiawei Chen",
"Zhengwei Fang",
"Xiao Yang",
"Yichi Zhang",
"Yu Tian",
"Hang Su",
"Jun Zhu"
] |
[
"https://github.com/thu-ml/attack-bard"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=pv0zb04mEj
|
oral
|
2302.07944
|
Effective Data Augmentation With Diffusion Models
|
[
"Brandon Trabucco",
"Kyle Doherty",
"Max Gurinas",
"Ruslan Salakhutdinov"
] |
https://huggingface.co/papers/2302.07944
|
[
"https://github.com/brandontrabucco/da-fusion"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=pb0dRw3b97
|
poster
|
2404.17753
|
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification
|
[
"Chao Yi",
"Lu Ren",
"De-Chuan Zhan",
"Han-Jia Ye"
] |
[
"https://github.com/ycaigogogo/cvpr24-coder"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=p6hzUHjQn1
|
poster
|
2310.11523
|
Group Preference Optimization: Few-Shot Alignment of Large Language Models
|
[
"Siyan Zhao",
"John Dang",
"Aditya Grover"
] |
https://huggingface.co/papers/2310.11523
|
[
"https://github.com/jamqd/Group-Preference-Optimization"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=nVHj8zEmiJ
|
poster
|
HART: Efficient Adaptation via Regularized Autoregressive Parameter Generation
|
[
"Chen Liang",
"Nikos Karampatziakis",
"Tuo Zhao",
"Weizhu Chen"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=nN8pCTVQZD
|
poster
|
SELF-EXPLAIN: Teaching Large Language Models to Reason Complex Questions by Themselves
|
[
"Jiachen ZHAO",
"Zonghai Yao",
"zhichao Yang",
"hong yu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=msOSDvY4Ss
|
poster
|
2310.03684
|
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
|
[
"Alexander Robey",
"Eric Wong",
"Hamed Hassani",
"George Pappas"
] |
https://huggingface.co/papers/2310.03684
|
[
"https://github.com/arobey1/smooth-llm"
] |
[
"TrustSafeAI/GradientCuff-Jailbreak-Defense"
] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=m37czv08Ie
|
oral
|
Evaluating Adversarial Defense in the Era of Large Language Models
|
[
"Joachim Studnia",
"Simiao Zuo",
"Xiaodong Liu",
"Qiang Lou",
"Jian Jiao",
"Denis Charles"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=lyRpY2bpBh
|
oral
|
2307.13269
|
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
|
[
"Chengsong Huang",
"Qian Liu",
"Bill Yuchen Lin",
"Chao Du",
"Tianyu Pang",
"Min Lin"
] |
https://huggingface.co/papers/2307.13269
|
[
"https://github.com/sail-sg/lorahub"
] |
[
"sail/lorahub"
] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=lfIXPclVHj
|
poster
|
ICL-Markup: Structuring In-Context Learning using Soft-Token Tags
|
[
"Marc-Etienne Brunet",
"Ashton Anderson",
"Richard Zemel"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=jYluzCLFDM
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ikSuM1txmW
|
poster
|
2310.04914
|
Analyzing Zero-Shot Abilities of Vision-Language Models on Video Understanding Tasks
|
[
"Avinash Madasu",
"Anahita Bhiwandiwalla",
"Vasudev Lal"
] |
[
"https://github.com/intellabs/multimodal_cognitive_ai"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=h5VySv1O4q
|
oral
|
TART: A plug-and-play Transformer module for task-agnostic reasoning
|
[
"Kush Bhatia",
"Avanika Narayan",
"Christopher De Sa",
"Christopher Re"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=gtCTVAu8PR
|
poster
|
2305.15348
|
READ: Recurrent Adaptation of Large Transformers
|
[
"Sid Wang",
"John Nguyen",
"Ke Li",
"Carole-Jean Wu"
] |
https://huggingface.co/papers/2305.15348
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=gfsVPiIFPr
|
poster
|
2408.13661
|
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models
|
[
"Sagar Sakhinana",
"Sannidhi Geethan",
"Venkataramana Runkana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=fzLpelzcXl
|
poster
|
2305.14207
|
SAD: Segment Any RGBD
|
[
"Jun CEN",
"Yizheng Wu",
"Kewei Wang",
"Xingyi Li",
"Jingkang Yang",
"Yixuan Pei",
"Lingdong Kong",
"Ziwei Liu",
"Qifeng Chen"
] |
[
"https://github.com/jun-cen/segmentanyrgbd"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=f7mLYe95m4
|
oral
|
2310.09926
|
Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data
|
[
"Shiladitya Dutta",
"Hongbo Wei",
"Lars van der Laan",
"Ahmed Alaa"
] |
[
"https://github.com/alaalab/webcp"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ext42s06eY
|
poster
|
2408.11866
|
Crossing New Frontiers: Knowledge-Augmented Large Language Model Prompting for Zero-Shot Text-Based De Novo Molecule Design
|
[
"Sagar Sakhinana",
"Venkataramana Runkana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=erl90pLIH0
|
poster
|
Investigating Hiring Bias in Large Language Models
|
[
"Akshaj Kumar Veldanda",
"Fabian Grob",
"Shailja Thakur",
"Hammond Pearce",
"Benjamin Tan",
"Ramesh Karri",
"Siddharth Garg"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=eNL8QJlWxc
|
poster
|
2305.20047
|
LOWA: Localize Objects in the Wild with Attributes
|
[
"Xiaoyuan Guo",
"Kezhen Chen",
"Jinmeng Rao",
"Yawen Zhang",
"Baochen Sun",
"Jie Yang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=eLmjmG39KP
|
poster
|
2311.14029
|
Understanding the Vulnerability of CLIP to Image Compression
|
[
"Cangxiong Chen",
"Vinay P. Namboodiri",
"Julian Padget"
] |
[
"https://github.com/CangxiongChen/understanding_CLIP_vulnerability"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=cmOzZuiFPs
|
oral
|
Towards General-Purpose In-Context Learning Agents
|
[
"Louis Kirsch",
"James Harrison",
"C. Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=c4BeWwaUiN
|
poster
|
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
|
[
"Shaunak Halbe",
"James Smith",
"Junjiao Tian",
"Zsolt Kira"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=byI1dQkkf9
|
poster
|
2310.18297
|
Image Clustering Conditioned on Text Criteria
|
[
"Sehyun Kwon",
"Jaeseung Park",
"Minkyu Kim",
"Jaewoong Cho",
"Ernest K. Ryu",
"Kangwook Lee"
] |
https://huggingface.co/papers/2310.18297
|
[
"https://github.com/sehyunkwon/ictc"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=aKSiwNGqx1
|
poster
|
2309.12263
|
On the Relationship between Skill Neurons and Robustness in Prompt Tuning
|
[
"Leon Ackermann",
"Xenia Ohmer"
] |
[
"https://github.com/leonackermann/robust-neurons"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=a3ZQVXD0Hv
|
poster
|
Latent Skill Discovery for Chain-of-Thought Reasoning
|
[
"Zifan Xu",
"Haozhu Wang",
"Dmitriy Bespalov",
"Peter Stone",
"Yanjun Qi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=YrYcoV2dAk
|
poster
|
Visual Cropping Improves Zero-Shot Question Answering of Multimodal Large Language Models
|
[
"Jiarui Zhang",
"Mahyar Khayatkhoei",
"Prateek Chhikara",
"Filip Ilievski"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=Yd2S8flZKm
|
oral
|
2311.03533
|
Quantifying Uncertainty in Natural Language Explanations of Large Language Models
|
[
"Sree Harsha Tanneru",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] |
[
"https://github.com/harsha070/uncertainty-quantification-nle"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=YMutYSbvVe
|
poster
|
2311.14837
|
Benchmarking Robustness of Text-Image Composed Retrieval
|
[
"Shitong Sun",
"Jindong Gu",
"Shaogang Gong"
] |
[
"https://github.com/suntongtongtong/benchmark-robustness-text-image-compose-retrieval"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=XoacWibt7b
|
oral
|
Foundation Models Can Robustify Themselves, For Free
|
[
"Dyah Adila",
"Changho Shin",
"Linrong Cai",
"Frederic Sala"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=VxEr7qpxJo
|
poster
|
2302.00674
|
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data
|
[
"Alon Albalak",
"Colin Raffel",
"William Yang Wang"
] |
https://huggingface.co/papers/2302.00674
|
[
"https://github.com/alon-albalak/flad"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=VU4h3siRAw
|
poster
|
2404.01542
|
Predicting the Performance of Foundation Models via Agreement-on-the-line
|
[
"Rahul Saxena",
"Aman Mehra",
"Taeyoun Kim",
"Christina Baek",
"J Zico Kolter",
"Aditi Raghunathan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=V70F9FByZp
|
poster
|
Automatic Hallucination Assessment for Aligned Large Language Models via Transferable Adversarial Attacks
|
[
"Xiaodong Yu",
"Hao Cheng",
"Xiaodong Liu",
"Dan Roth",
"Jianfeng Gao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=UcsXamgPtT
|
poster
|
2311.02428
|
Task Arithmetic with LoRA for Continual Learning
|
[
"Rajas Chitale",
"Ankit Vaidya",
"Aditya Kane",
"Archana Santosh Ghotkar"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=SkEG9q1Rtw
|
oral
|
2309.17249
|
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
|
[
"Han Zhou",
"Xingchen Wan",
"Lev Proleev",
"Diana Mincu",
"Jilin Chen",
"Katherine Heller",
"Subhrajit Roy"
] |
https://huggingface.co/papers/2309.17249
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=SJwXWwc47T
|
oral
|
Teaching language models with canonical examples
|
[
"John Hewitt",
"Sarah Li Chen",
"Percy Liang",
"Christopher D Manning"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=S2FtwvKiiY
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=RvmR9gOYXB
|
poster
|
2310.02226
|
Think before you speak: Training Language Models With Pause Tokens
|
[
"Sachin Goyal",
"Ziwei Ji",
"Ankit Singh Rawat",
"Aditya Krishna Menon",
"Sanjiv Kumar",
"Vaishnavh Nagarajan"
] |
https://huggingface.co/papers/2310.02226
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=RSGmZ7HZaA
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=PFS4ffN9Yx
|
poster
|
2310.03714
|
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
|
[
"Omar Khattab",
"Arnav Singhvi",
"Paridhi Maheshwari",
"Zhiyuan Zhang",
"Keshav Santhanam",
"Sri Vardhamanan A",
"Saiful Haq",
"Ashutosh Sharma",
"Thomas T. Joshi",
"Hanna Moazam",
"Heather Miller",
"Matei Zaharia",
"Christopher Potts"
] |
https://huggingface.co/papers/2310.03714
|
[
"https://github.com/stanfordnlp/dspy"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=NIeCTX8prp
|
poster
|
Fooling GPT with adversarial in-context examples for text classification
|
[
"Sudhanshu Ranjan",
"Chung-En Sun",
"Linbo Liu",
"Tsui-Wei Weng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=NDNb6L5xjI
|
poster
|
2305.14128
|
Dr.ICL: Demonstration-Retrieved In-context Learning
|
[
"Man Luo",
"Xin Xu",
"Zhuyun Dai",
"Panupong Pasupat",
"Mehran Kazemi",
"Chitta Baral",
"Vaiva Imbrasaite",
"Vincent Y Zhao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=MpDSo3Rglq
|
oral
|
2306.09927
|
Trained Transformers Learn Linear Models In-Context
|
[
"Ruiqi Zhang",
"Spencer Frei",
"Peter Bartlett"
] |
https://huggingface.co/papers/2306.09927
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=M958yKkxe9
|
poster
|
2311.18041
|
Zero-shot Conversational Summarization Evaluations with small Large Language Models
|
[
"Ramesh Manuvinakurike",
"Saurav Sahay",
"Sangeeta Manepalli",
"Lama Nachman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=LMg88bFhNJ
|
poster
|
In-Context Learning and Bayesian Inference
|
[
"Madhur Panwar",
"Kabir Ahuja",
"Navin Goyal"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=LBzGS2j4m4
|
poster
|
2310.08381
|
AutoVP: An Automated Visual Prompting Framework and Benchmark
|
[
"Hsi-Ai Tsao",
"Lei Hsiung",
"Pin-Yu Chen",
"Sijia Liu",
"Tsung-Yi Ho"
] |
https://huggingface.co/papers/2310.08381
|
[
"https://github.com/IBM/AutoVP"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=KIhFggzePM
|
poster
|
How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks
|
[
"Rahul Ramesh",
"Mikail Khona",
"Robert P. Dick",
"Hidenori Tanaka",
"Ekdeep Singh Lubana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=Jd8mD3SU8j
|
poster
|
What’s important here?: Opportunities and Challenges of LLM in retrieving information from Web Interface
|
[
"Faria Huq",
"Jeffrey P. Bigham",
"Nikolas Martelaro"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=IaNJC1IRds
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=HAqPAqztEU
|
oral
|
A Universal Prompt Generator for Large Language Models
|
[
"Gurusha Juneja",
"Amit Sharma"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=FJo2lroF7R
|
poster
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=EztQmfnMLg
|
poster
|
Coded Prompts for Large Language Models
|
[
"Ziqian Lin",
"Yicong Chen",
"Yuchen Zeng",
"Kangwook Lee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=EEIPgU1oO6
|
poster
|
Deep Embedded Clustering in Few-shot Representations (DECiFR)
|
[
"Yasaman Esfandiari",
"Rodolfo Valiente Romero",
"Amir Rahimi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=ED7E1fUAk2
|
poster
|
Divide and Conquer: Two-Level Problem Remodeling for Large-Scale Few-Shot Learning
|
[
"Mohamadreza Fereydooni",
"Hosein Hasani",
"Ali Razghandi",
"Mahdieh Soleymani Baghshah"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=CiRnwYfXuU
|
poster
|
2311.09473
|
JAB: Joint Adversarial Prompting and Belief Augmentation
|
[
"Ninareh Mehrabi",
"Palash Goyal",
"Anil Ramakrishna",
"Jwala Dhamala",
"Shalini Ghosh",
"Richard Zemel",
"Kai-Wei Chang",
"Aram Galstyan",
"Rahul Gupta"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=CaXs5JGpzd
|
poster
|
2311.15500
|
Function-constrained Program Synthesis
|
[
"Patrick Anthony Hajali",
"Ignas Budvytis"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=CPpkklQWQW
|
poster
|
2311.11096
|
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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=AwEQ0YrW17
|
poster
|
2310.02842
|
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
|
[
"Chen Dun",
"Mirian Del Carmen Hipolito Garcia",
"Guoqing Zheng",
"Ahmed Hassan Awadallah",
"Anastasios Kyrillidis",
"Robert Sim"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=AJiBZ1BPH5
|
poster
|
Zero-shot Improvement of Object Counting with CLIP
|
[
"Ruisu Zhang",
"Yicong Chen",
"Kangwook Lee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=9Tze4oy4lw
|
oral
|
2312.02406
|
Efficient Online Data Mixing For Language Model Pre-Training
|
[
"Alon Albalak",
"Liangming Pan",
"Colin Raffel",
"William Yang Wang"
] |
https://huggingface.co/papers/2312.02406
|
[
""
] |
[] |
[
"akswelh/NEOX"
] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=9Eu2NMT0Ya
|
oral
|
2310.09139
|
The Consensus Game: Language Model Generation via Equilibrium Search
|
[
"Athul Paul Jacob",
"Yikang Shen",
"Gabriele Farina",
"Jacob Andreas"
] |
https://huggingface.co/papers/2310.09139
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=8KgUJqPUOb
|
poster
|
2408.14964
|
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning
|
[
"Sagar Sakhinana",
"Venkataramana Runkana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7mEOK0EnbY
|
poster
|
2307.01189
|
Trainable Transformer in Transformer
|
[
"Abhishek Panigrahi",
"Sadhika Malladi",
"Mengzhou Xia",
"Sanjeev Arora"
] |
[
"https://github.com/abhishekpanigrahi1996/transformer_in_transformer"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7jmtHtv9Ch
|
poster
|
2305.14973
|
OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning
|
[
"Jiazheng Li",
"Runcong Zhao",
"Yongxin Yang",
"Yulan He",
"Lin Gui"
] |
[
"https://github.com/lijiazheng99/overprompt"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7MEIYPueMd
|
poster
|
2310.00119
|
Fewshot learning on global multimodal embeddings for earth observation tasks
|
[
"Matthew Allen",
"Francisco Dorr",
"Joseph Alejandro Gallego Mejia",
"Laura Martínez-Ferrer",
"Anna Jungbluth",
"Freddie Kalaitzis",
"Raúl Ramos-Pollán"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7GHPcloiHq
|
poster
|
Selective Prediction For Open-Ended Question Answering in Black-Box Vision-Language Models
|
[
"Zaid Khan",
"Yun Fu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/R0-FoMo
|
https://openreview.net/forum?id=7Dd8uBHo90
|
poster
|
2306.08893
|
LOVM: Language-Only Vision Model Selection
|
[
"Orr Zohar",
"Shih-Cheng Huang",
"Kuan-Chieh Wang",
"Serena Yeung"
] |
https://huggingface.co/papers/2306.08893
|
[
"https://github.com/orrzohar/lovm"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/R0-FoMo
|
https://openreview.net/forum?id=6adcWzmtHR
|
poster
|
2309.09888
|
Context is Environment
|
[
"Sharut Gupta",
"David Lopez-Paz",
"Stefanie Jegelka",
"Kartik Ahuja"
] |
https://huggingface.co/papers/2309.09888
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
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