Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eOx0SMRUv7
poster
2410.23644
Online Consistency of the Nearest Neighbor Rule
[ "Geelon So", "Sanjoy Dasgupta" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eOonmxzzno
poster
Temporal Sentence Grounding with Relevance Feedback in Videos
[ "Jianfeng Dong", "Xiaoman Peng", "Daizong Liu", "Xiaoye Qu", "Xun Yang", "Cuizhu Bao", "Meng Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eOAPWWOGs9
poster
2405.16802
AutoPSV: Automated Process-Supervised Verifier
[ "Jianqiao Lu", "Zhiyang Dou", "Hongru WANG", "Zeyu Cao", "Jianbo Dai", "Yunlong Feng", "Zhijiang Guo" ]
[ "https://github.com/rookie-joe/autocv" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eNvVjpx97O
poster
2403.08312
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
[ "Jia-Nan Li", "Quan Tu", "Cunli Mao", "Zhengtao Yu", "Ji-Rong Wen", "Rui Yan" ]
[ "https://github.com/jinaleejnl/streamingdialogue" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eNeqGc9AgR
poster
2405.14633
Flatten Anything: Unsupervised Neural Surface Parameterization
[ "Qijian Zhang", "Junhui Hou", "Wenping Wang", "Ying He" ]
[ "https://github.com/keeganhk/flattenanything" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eNM94i7R3A
oral
2406.06158
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning
[ "Daniel Kunin", "Allan Raventos", "Clémentine Carla Juliette Dominé", "Feng Chen", "David Klindt", "Andrew M Saxe", "Surya Ganguli" ]
[ "https://github.com/allanraventos/getrichquick" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eNCYpTCGhr
poster
2406.12771
First-Order Methods for Linearly Constrained Bilevel Optimization
[ "Guy Kornowski", "Swati Padmanabhan", "Kai Wang", "Zhe Zhang", "Suvrit Sra" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eM5d7ZmekA
poster
2406.15333
GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
[ "Chubin Zhang", "Hongliang Song", "Yi Wei", "Chen Yu", "Jiwen Lu", "Yansong Tang" ]
[ "https://github.com/alibaba-yuanjing-aigclab/geolrm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eKVugi5zr0
poster
RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
[ "Easton Knight Huch", "Jieru Shi", "Madeline R Abbott", "Jessica R Golbus", "Alexander Moreno", "Walter H. Dempsey" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eKSRTlzRWG
poster
2411.03637
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
[ "Rui Peng", "Wangze Xu", "Luyang Tang", "Liwei Liao", "Jianbo Jiao", "Ronggang Wang" ]
[ "https://github.com/prstrive/scgaussian" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eKHQbgvL3G
oral
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
[ "Seong Hyeon Park", "Huiwon Jang", "Byungwoo Jeon", "Sukmin Yun", "Paul Hongsuck Seo", "Jinwoo Shin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eJG9uDqCY9
poster
2406.11741
Transcendence: Generative Models Can Outperform The Experts That Train Them
[ "Edwin Zhang", "Vincent Zhu", "Naomi Saphra", "Anat Kleiman", "Benjamin L. Edelman", "Milind Tambe", "Sham M. Kakade", "eran malach" ]
https://huggingface.co/papers/2406.11741
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eHzIwAhj06
poster
2407.13957
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations
[ "Tyler LaBonte", "John Collins Hill", "Xinchen zhang", "Vidya Muthukumar", "Abhishek Kumar" ]
[ "https://github.com/tmlabonte/revisiting-finetuning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eGJnB3tUgv
poster
2406.07029
Fairness-Aware Meta-Learning via Nash Bargaining
[ "Yi Zeng", "Xuelin Yang", "Li Chen", "Cristian Canton Ferrer", "Ming Jin", "Michael Jordan", "Ruoxi Jia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eGIzeTmAtE
poster
ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
[ "Yizhuo Ma", "Shanmin Pang", "Qi Guo", "Tianyu Wei", "Qing Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eFrdRuyHR9
poster
2402.08406
Transition Constrained Bayesian Optimization via Markov Decision Processes
[ "Jose Pablo Folch", "Calvin Tsay", "Robert Matthew Lee", "Behrang Shafei", "Weronika Ormaniec", "Andreas Krause", "Mark van der Wilk", "Ruth Misener", "Mojmir Mutny" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eFD9N5zdFC
poster
2309.03084
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
[ "Qi Ju", "Falin Hei", "Ting Feng", "Dengbing Yi", "Zhemei Fang", "YunFeng Luo" ]
[ "https://github.com/zealoter/cfvfp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eDNslSwQIj
oral
2406.09292
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
[ "Ziyi Wu", "Yulia Rubanova", "Rishabh Kabra", "Drew A. Hudson", "Igor Gilitschenski", "Yusuf Aytar", "Sjoerd van Steenkiste", "Kelsey R Allen", "Thomas Kipf" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eC5qdC4ZTQ
poster
Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
[ "Jiashun Liu", "Jianye HAO", "Xiaotian Hao", "Yi Ma", "YAN ZHENG", "Yujing Hu", "Tangjie Lv" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=eAqcVZx30k
poster
2410.06003
Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
[ "Wei Liu", "Zhiying Deng", "Zhongyu Niu", "Jun Wang", "Haozhao Wang", "YuanKai Zhang", "Ruixuan Li" ]
[ "https://github.com/jugechengzi/rationalization-mrd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e6WrwIvgzX
poster
2310.12963
AutoMix: Automatically Mixing Language Models
[ "Pranjal Aggarwal", "Aman Madaan", "Ankit Anand", "Srividya Pranavi Potharaju", "Swaroop Mishra", "Pei Zhou", "Aditya Gupta", "Dheeraj Rajagopal", "Karthik Kappaganthu", "Yiming Yang", "Shyam Upadhyay", "Manaal Faruqui", "Mausam ." ]
https://huggingface.co/papers/2310.12963
[ "https://github.com/automix-llm/automix" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e6KrSouGHJ
poster
2401.04247
Attack-Resilient Image Watermarking Using Stable Diffusion
[ "Lijun Zhang", "Xiao Liu", "Antoni Viros i Martin", "Cindy Xiong Bearfield", "Yuriy Brun", "Hui Guan" ]
https://huggingface.co/papers/2401.04247
[ "https://github.com/zhanglijun95/ZoDiac" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e5icsXBD8Q
poster
2406.07933
Large Language Model Unlearning via Embedding-Corrupted Prompts
[ "Chris Yuhao Liu", "Yaxuan Wang", "Jeffrey Flanigan", "Yang Liu" ]
https://huggingface.co/papers/2406.07933
[ "https://github.com/chrisliu298/llm-unlearn-eco" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e5Mv7iWfVW
poster
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information
[ "Yiting Chen", "Junchi Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e57B7BfA2B
poster
Exploring DCN-like architecture for fast image generation with arbitrary resolution
[ "Shuai Wang", "Zexian Li", "Tianhui Song", "Xubin Li", "Tiezheng Ge", "Bo Zheng", "Limin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e49QqJxCwq
poster
2305.08386
PLIP: Language-Image Pre-training for Person Representation Learning
[ "Jialong Zuo", "Jiahao Hong", "Feng Zhang", "Changqian Yu", "Hanyu Zhou", "Changxin Gao", "Nong Sang", "Jingdong Wang" ]
https://huggingface.co/papers/2305.08386
[ "https://github.com/zplusdragon/plip" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e397soEZh8
poster
2402.02104
Learning Structure-Aware Representations of Dependent Types
[ "Konstantinos Kogkalidis", "Orestis Melkonian", "Jean-Philippe Bernardy" ]
[ "https://github.com/konstantinosKokos/neural-agda" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e2R4WNHHGQ
poster
2410.16432
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium
[ "Mehdi Yazdani-Jahromi", "Ali Khodabandeh Yalabadi", "Amirarsalan Rajabi", "Aida Tayebi", "Ivan Garibay", "Ozlem Garibay" ]
[ "https://github.com/yazdanimehdi/fairbinn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e2INndPINB
poster
2410.20366
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
[ "Sunwoo Kim", "Soo Yong Lee", "Fanchen Bu", "Shinhwan Kang", "Kyungho Kim", "Jaemin Yoo", "Kijung Shin" ]
[ "https://github.com/kswoo97/GLAD_MUSE" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=e0SQ6wsHjv
poster
2403.11808
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
[ "Wangbo Zhao", "Jiasheng Tang", "Yizeng Han", "Yibing Song", "Kai Wang", "Gao Huang", "Fan Wang", "Yang You" ]
https://huggingface.co/papers/2403.11808
[ "https://github.com/nus-hpc-ai-lab/dynamic-tuning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dz6ex9Ee0Q
poster
2311.14934
Robust Graph Neural Networks via Unbiased Aggregation
[ "Zhichao Hou", "Ruiqi Feng", "Tyler Derr", "Xiaorui Liu" ]
[ "https://github.com/chris-hzc/rung" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dyZ8GJZjtX
poster
2404.15045
Multi-Head Mixture-of-Experts
[ "Xun Wu", "Shaohan Huang", "Wenhui Wang", "Shuming Ma", "Li Dong", "Furu Wei" ]
https://huggingface.co/papers/2404.15045
[ "https://github.com/yushuiwx/mh-moe" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dxyNVEBQMp
poster
2410.20772
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
[ "Bong Gyun Kang", "Dongjun Lee", "HyunGi Kim", "Dohyun Chung", "Sungroh Yoon" ]
[ "https://github.com/djlee1208/bsa_2024" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dxxj4S06YL
poster
2411.09854
Fair Secretaries with Unfair Predictions
[ "Eric Balkanski", "Will Ma", "Andreas Maggiori" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dxwIaCVkWU
poster
2408.05834
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
[ "Eli Zachary Sennesh", "Hao Wu", "Tommaso Salvatori" ]
[ "https://github.com/esennesh/ppc_experiments" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dwYekpbmYG
poster
2411.09894
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
[ "Yanyan Huang", "Weiqin Zhao", "Yihang Chen", "Yu Fu", "Lequan Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dtvJF1Vy2i
poster
2405.02246
What matters when building vision-language models?
[ "Hugo Laurençon", "Leo Tronchon", "Matthieu Cord", "Victor Sanh" ]
https://huggingface.co/papers/2405.02246
[ "" ]
[ "HuggingFaceM4/idefics2_playground", "HuggingFaceM4/idefics-8b", "HuggingFaceM4/idefics3", "thobuiq/GPT-4o", "TIGER-Lab/MEGA-Bench", "EPFL-VILAB/ViPer", "eltorio/IDEFICS3_ROCO", "dwb2023/omniscience", "m-ric/rate_coolness", "AdrienB134/rag_colpali_idefics3", "Saee/vQA-exploration", "awacke1/idefics_and_chatty", "arad1367/Marketing_Vision_HuggingFaceM4_idefics3", "dwb2023/model_explorer2", "acecalisto3/IDEfix", "pettah/PETTAHAI-Chatgpt4o-Demo", "AchilleDev/perpetron", "d-delaurier/Judge-vLLM", "Rooni/OpenGPT-4o", "Cesarcr/GPT-4o", "emoud/IDEFICS3_ROCO", "vaugheu/Idefics2_8B_Chatty", "fardinkai/GPT-4o", "hexgrad/IDEFICS3_ROCO_ZeroGPU", "sherrybabe1978/OpenGPT-4o", "dwb2023/model_explorer4", "mcouaillac/IDEFICS3_ROCO_ZeroGPU", "HuggingFaceH4/idefics2-8b-playground", "lillab-demos/cogen", "lillab-demos/respect", "marc-mao/idefics2_playground", "IncinerateZ/chatbot", "cocktailpeanut/idefics-8b", "Zaherrr/KG_transform", "acecalisto3/IDE-play", "dawood/idefics2_playground", "jkorstad/idefics3", "pettah/pettahaiGPT40", "Rahulhuggingface/AAnh", "fatima3597/AI-Podcast-Creator", "taronsarkisyan/GPT-4o", "ignitariumcloud/idefics2", "jlecocq/radiology-test", "vijaykumar85601/idefics2_playground", "Stable-Human/idefics2_playground", "cmaire/IDEFICS3_ROCO_ZeroGPU", "arptakash/GPT-4o", "LuxOAI/LUXX", "cmaire/IDEFICS3_ROCO", "Tamqeen/Chatbot-Llama", "awacke1/idefics2_playground-demo", "NekonekoID/GPT-4o", "ggilabert/idefics2_playground", "minhdang/OpenGPT-4o", "vakilrathod67/Owngpt", "LuxOAI/OpenGPT-4o", "figh8back/fynd-idefics2-bb", "ThinkAI-Morocco/KYA_idefics2_yalla", "amanavinash/GPT-4o", "sapan3012/OpenGPT-4o", "jcheng5/multimodal", "Zafer01/OpenGPT4", "MasterDee/OpenGPH-4o", "xi0v/Omni4All", "Mandeep20/GPT-4o", "mebinjo/OpenGPT-4o", "sumitmeharwade/visionmodel", "bala0o8o0/hexoticlabs-OpenGPT-4o", "tnzly/TAI.o", "AnViFedotov/OpenGPT-4o", "iiced/OpenGPT-4o", "Losthack777/mohamedsalem", "Losthack777/OpenGPT-4o", "Jayanath1987/JBL-OpenGPT-4o", "Satyam-Singh/OpenAi_GPT_4-o", "jihadzakki/idefics2_deploy", "Jayanath1987/OpenGPT-4o", "Anon0777/chat-app-model-hf", "anjanprasad112/OpenGPT", "oscarwang2/OPENCHAT", "ka1kuk/fastapi-demo", "Kalbe-x-Bangkit/medVQA-tester", "Kalbe-x-Bangkit/Virtual_Question_Answering_Kalbe", "dineth554/novafulldemov2", "Kalbe-x-Bangkit/IDEFICS2-8B-MedicalVQA", "Mareks1993/testing123", "KalbeDigitalLab/IDEFICS2-8B-MedicalVQA", "Tech-Meld/Hajax_MultiModal", "rodrigomasini/dbkjff", "jayyd/idefics2_playground", "YanMASTER/OpenGPT-4o", "Abhinay45/OpenGPT-4o", "HuggingFaceH4/idefics2-8b-vdpoed-playground", "Almaatla/OpenGPT-4o", "sonar2377/OpenGPT-4o", "saicharan1234/idefics2_playground", "dorosara/OpenGPT-4o", "Vinfinity/OpenGPT-4o", "raghu8096/OpenGPT-4o", "peterpeter8585/GPT4" ]
[ "HuggingFaceM4/idefics2-8b", "HuggingFaceM4/Idefics3-8B-Llama3", "HuggingFaceM4/idefics2-8b-chatty", "HuggingFaceM4/idefics2-8b-base", "turing-motors/Heron-Idefics2-8B-v0.1", "Reverb/Idefics2-8b-docVQA-finetuned", "Trelis/idefics2-8b-chatty-bf16", "huz-relay/idefics2-8b-ocr", "peterpeter8585/ai2" ]
[ "HuggingFaceM4/the_cauldron", "turing-motors/Cauldron-JA" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dtPIUXdJHY
oral
Generalization Analysis for Label-Specific Representation Learning
[ "Yifan Zhang", "Min-Ling Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dsMSWUBN8f
poster
Not so griddy: Internal representations of RNNs path integrating more than one agent
[ "William T Redman", "Francisco Acosta", "Santiago Acosta-Mendoza", "Nina Miolane" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ds6xMV3yVV
poster
2402.05959
Nature-Inspired Local Propagation
[ "Alessandro Betti", "Marco Gori" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=drpJ7KOr3F
poster
LLMs Can Evolve Continually on Modality for 𝕏-Modal Reasoning
[ "Jiazuo Yu", "Haomiao Xiong", "Lu Zhang", "Haiwen Diao", "Yunzhi Zhuge", "Lanqing HONG", "Dong Wang", "Huchuan Lu", "You He", "Long Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dqdffX3BS5
poster
2411.06659
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
[ "Dong Li", "Aijia Zhang", "Junqi Gao", "Biqing Qi" ]
[ "https://github.com/arvin0313/mecoin-gfscil" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dqT9MC5NQl
poster
2406.13488
Approximately Equivariant Neural Processes
[ "Matthew Ashman", "Cristiana Diaconu", "Adrian Weller", "Wessel P Bruinsma", "Richard E. Turner" ]
[ "https://github.com/cambridge-mlg/tetnp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dpvqBkEp1f
poster
2410.08087
Noether's Razor: Learning Conserved Quantities
[ "Tycho F. A. van der Ouderaa", "Mark van der Wilk", "Pim De Haan" ]
[ "https://github.com/tychovdo/noethers-razor" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=doaJTihgIZ
poster
2409.03749
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron
[ "Christian Schmid", "James M Murray" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dmhi2ydnXZ
poster
Scalable DBSCAN with Random Projections
[ "HaoChuan Xu", "Ninh Pham" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dlCTmEyq6y
oral
2409.03335
Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data
[ "Eyar Azar", "Boaz Nadler" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dkpmfIydrF
poster
2405.15234
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
[ "Yimeng Zhang", "Xin Chen", "Jinghan Jia", "Yihua Zhang", "Chongyu Fan", "Jiancheng Liu", "Mingyi Hong", "Ke Ding", "Sijia Liu" ]
https://huggingface.co/papers/2405.15234
[ "https://github.com/optml-group/advunlearn" ]
[ "Intel/UnlearnDiffAtk-Benchmark", "OPTML-Group/UnlearnDiffAtk-Unlearned-DM-Benchmark", "xinchen9/SD_Defense", "Kaixuanliu/SD_Defense", "Intel/AdvUnlearn", "Kaixuanliu/SD_Defense_gaudi" ]
[ "OPTML-Group/AdvUnlearn" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dkkgKzMni7
oral
2406.01461
Hardness of Learning Neural Networks under the Manifold Hypothesis
[ "Bobak Kiani", "Jason Wang", "Melanie Weber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=diYnEYUbIU
poster
Geometric Exploitation for Indoor Panoramic Semantic Segmentation
[ "Duc Cao Dinh", "Seok Joon Kim", "Kyusung Cho" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dheDf5EpBT
oral
2409.19732
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
[ "Zhehao Huang", "Xinwen Cheng", "JingHao Zheng", "Haoran Wang", "Zhengbao He", "Tao Li", "Xiaolin Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dhFHO90INk
poster
2405.18075
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
[ "Natasa Tagasovska", "Vladimir Gligorijevic", "Kyunghyun Cho", "Andreas Loukas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dg3tI3c2B1
oral
2310.03253
Molecule Design by Latent Prompt Transformer
[ "Deqian Kong", "Yuhao Huang", "Jianwen Xie", "Edouardo Honig", "Ming Xu", "Shuanghong Xue", "Pei Lin", "Sanping Zhou", "Sheng Zhong", "Nanning Zheng", "Ying Nian Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dg0hO4M11K
poster
Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks
[ "Xuyuan Liu", "Yinghao Cai", "Qihui Yang", "Yujun Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dfqsW38v1X
poster
2404.00456
QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs
[ "Saleh Ashkboos", "Amirkeivan Mohtashami", "Maximilian L. Croci", "Bo Li", "Pashmina Cameron", "Martin Jaggi", "Dan Alistarh", "Torsten Hoefler", "James Hensman" ]
https://huggingface.co/papers/2404.00456
[ "https://github.com/spcl/quarot" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dfiXFbECSZ
poster
2406.01563
LoFiT: Localized Fine-tuning on LLM Representations
[ "Fangcong Yin", "Xi Ye", "Greg Durrett" ]
https://huggingface.co/papers/2406.01563
[ "https://github.com/fc2869/lo-fit" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=deZpmEfmTo
poster
2401.06969
Domain Adaptation for Large-Vocabulary Object Detectors
[ "Kai Jiang", "Jiaxing Huang", "Weiying Xie", "Jie Lei", "Yunsong Li", "Ling Shao", "Shijian Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dc4xbVfdzy
poster
2406.05427
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
[ "Qi Lv", "Xiang Deng", "Gongwei Chen", "Michael Y Wang", "Liqiang Nie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dbnEf790Kv
poster
2405.14558
FUSE: Fast Unified Simulation and Estimation for PDEs
[ "Levi E. Lingsch", "Dana Grund", "Siddhartha Mishra", "Georgios Kissas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dao67XTSPd
poster
2410.11224
DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking
[ "Jiaxian Yan", "ZAIXI ZHANG", "Jintao Zhu", "Kai Zhang", "Jianfeng Pei", "Qi Liu" ]
[ "https://github.com/jiaxianyan/DeltaDock" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=da0ZJatRCN
poster
2407.09739
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
[ "Syrine Belakaria", "Benjamin Letham", "Jana Doppa", "Barbara E Engelhardt", "Stefano Ermon", "Eytan Bakshy" ]
[ "https://github.com/belakaria/al-gsa-dgsms" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dYIqAZXQNV
poster
Generalizing CNNs to graphs with learnable neighborhood quantization
[ "Isaac Osafo Nkansah", "Neil Gallagher", "Ruchi Sandilya", "Conor Liston", "Logan Grosenick" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dY4YGqvfgW
poster
On Weak Regret Analysis for Dueling Bandits
[ "El Mehdi Saad", "Alexandra Carpentier", "Tomáš Kocák", "Nicolas Verzelen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dWwin2uGYE
poster
2410.07685
Breaking the curse of dimensionality in structured density estimation
[ "Robert A. Vandermeulen", "Wai Ming Tai", "Bryon Aragam" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dVqZ0a7LdP
poster
ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting
[ "Sharmita Dey", "Sarath Ravindran Nair" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dRJJt0Ji48
poster
2410.18712
Retrieval-Augmented Diffusion Models for Time Series Forecasting
[ "Jingwei Liu", "Ling Yang", "Hongyan Li", "Shenda Hong" ]
[ "https://github.com/stanliu96/RATD" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dQ9ji8e9qQ
poster
2404.13752
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models
[ "Yihao Zhang", "Zeming Wei", "Jun Sun", "Meng Sun" ]
https://huggingface.co/papers/2404.13752
[ "https://github.com/zhang-yihao/adversarial-representation-engineering" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dOJ6CqWDf1
poster
2405.19262
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models
[ "Zhanhui Zhou", "Zhixuan Liu", "Jie Liu", "Zhichen Dong", "Chao Yang", "Yu Qiao" ]
https://huggingface.co/papers/2405.19262
[ "https://github.com/zhziszz/weak-to-strong-search" ]
[]
[]
[ "ZHZisZZ/imdb_preference" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dLr4H7Uj4H
poster
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression
[ "Xi Zhang", "Xiaolin Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dLnduWGTB4
poster
2406.00049
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
[ "Gonçalo Faria", "Sweta Agrawal", "António Farinhas", "Ricardo Rei", "José G. C. de Souza", "Andre Martins" ]
[ "https://github.com/deep-spin/quest-decoding" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dJUb9XRoZI
poster
2411.10932
Constrained Diffusion with Trust Sampling
[ "William Huang", "Yifeng Jiang", "Tom Van Wouwe", "Karen Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dJ9KzkQ0oH
poster
2410.23790
Neural Model Checking
[ "Mirco Giacobbe", "Daniel Kroening", "Abhinandan Pal", "Michael Tautschnig" ]
[ "https://github.com/aiverification/neuralmc" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dIktpSgK4F
oral
2405.14880
Dissecting Query-Key Interaction in Vision Transformers
[ "Xu Pan", "Aaron Philip", "Ziqian Xie", "Odelia Schwartz" ]
[ "https://github.com/schwartz-cnl/DissectingViT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dIVb5C0QFf
poster
2403.17141
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
[ "Kailai Yang", "Zhiwei Liu", "Qianqian Xie", "Jimin Huang", "Tianlin Zhang", "Sophia Ananiadou" ]
[ "https://github.com/stevekgyang/metaaligner" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dIHXwKjXRE
poster
2407.19198
Towards the Dynamics of a DNN Learning Symbolic Interactions
[ "Qihan Ren", "Junpeng Zhang", "Yang Xu", "Yue Xin", "Dongrui Liu", "Quanshi Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dHIKahbV6G
poster
2411.06921
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
[ "Jiachen Liang", "RuiBing Hou", "Minyang Hu", "Hong Chang", "Shiguang Shan", "Xilin Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dGaMSMeeF8
poster
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
[ "Mohammad Pedramfar", "Vaneet Aggarwal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dGQtja9X2C
poster
2405.15551
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
[ "Kunjal Panchal", "Nisarg Parikh", "Sunav Choudhary", "Lijun Zhang", "Yuriy Brun", "Hui Guan" ]
[ "https://github.com/astuary/spry" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dG1HwKMYbC
poster
2407.06567
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
[ "Yangyang Yu", "Zhiyuan Yao", "Haohang Li", "Zhiyang Deng", "Yuechen Jiang", "Yupeng Cao", "Zhi Chen", "Jordan W. Suchow", "Zhenyu Cui", "Rong Liu", "Zhaozhuo Xu", "Denghui Zhang", "Koduvayur Subbalakshmi", "GUOJUN XIONG", "Yueru He", "Jimin Huang", "Dong Li", "Qianqian Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dE1bTyyC9A
poster
2407.03263
A Unified Framework for 3D Scene Understanding
[ "Wei Xu", "Chunsheng Shi", "Sifan Tu", "Xin Zhou", "Dingkang Liang", "Xiang Bai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dDDc3iNZA7
poster
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior
[ "Yao Wu", "Mingwei Xing", "Yachao Zhang", "Xiaotong Luo", "Yuan Xie", "Yanyun Qu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dCgbyvmlwL
poster
2407.00312
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems
[ "Zhi Zheng", "Changliang Zhou", "Tong Xialiang", "Mingxuan Yuan", "Zhenkun Wang" ]
[ "https://github.com/CIAM-Group/NCO_code/tree/main/single_objective/UDC-Large-scale-CO-master" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dBynjEbAt0
poster
Probabilistic size-and-shape functional mixed models
[ "Fangyi Wang", "Karthik Bharath", "Oksana Chkrebtii", "Sebastian Kurtek" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dBE8KHdMFs
poster
2411.02292
ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
[ "Wenjie Mei", "Dongzhe Zheng", "Shihua Li" ]
[ "https://github.com/continuumcoder/controlsynth-neural-ode" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dB99jjwx3h
oral
Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity
[ "Jikai Jin", "Vasilis Syrgkanis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dB6gwSDXKL
poster
2310.13220
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens
[ "Ruifeng Ren", "Yong Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dAXuir2ets
poster
2406.00431
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
[ "Minsu Kim", "Walid Saad", "Merouane Abdelkader DEBBAH", "Choong Seon Hong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=dA7hUm4css
oral
2405.19544
One-Shot Safety Alignment for Large Language Models via Optimal Dualization
[ "Xinmeng Huang", "Shuo Li", "Edgar Dobriban", "Osbert Bastani", "Hamed Hassani", "Dongsheng Ding" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=d99yCfOnwK
poster
2402.10095
Classification Diffusion Models: Revitalizing Density Ratio Estimation
[ "Shahar Yadin", "Noam Elata", "Tomer Michaeli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=d75qCZb7TX
poster
2410.24005
Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models
[ "Paulius Rauba", "Nabeel Seedat", "Max Ruiz Luyten", "Mihaela van der Schaar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=d5cKDHCrFJ
poster
2404.12404
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models
[ "Jinhee Kim", "Taesung Kim", "Jaegul Choo" ]
https://huggingface.co/papers/2404.12404
[ "https://github.com/seharanul17/synthetic-tabular-LLM" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=d2lPM1Aczs
poster
2410.22124
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier
[ "Pin-Yen Huang", "Szu-Wei Fu", "Yu Tsao" ]
[ "https://github.com/pm25/semi-supervised-regression" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=d226uyWYUo
poster
Knowledge Graph Completion by Intermediate Variables Regularization
[ "Changyi Xiao", "Yixin Cao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=d1XrZ4EINV
poster
LeDex: Training LLMs to Better Self-Debug and Explain Code
[ "Nan Jiang", "Xiaopeng Li", "Shiqi Wang", "Qiang Zhou", "Soneya Binta Hossain", "Baishakhi Ray", "Varun Kumar", "Xiaofei Ma", "Anoop Deoras" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cyv0LkIaoH
oral
2407.09499
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences
[ "Damien Ferbach", "Quentin Bertrand", "Joey Bose", "Gauthier Gidel" ]
https://huggingface.co/papers/2407.09499
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cyJxphdw3B
poster
Can neural operators always be continuously discretized?
[ "Takashi Furuya", "Michael Anthony Puthawala", "Matti Lassas", "Maarten V. de Hoop" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cw5mgd71jW
poster
Many-shot Jailbreaking
[ "Cem Anil", "Esin DURMUS", "Nina Rimsky", "Mrinank Sharma", "Joe Benton", "Sandipan Kundu", "Joshua Batson", "Meg Tong", "Jesse Mu", "Daniel J Ford", "Francesco Mosconi", "Rajashree Agrawal", "Rylan Schaeffer", "Naomi Bashkansky", "Samuel Svenningsen", "Mike Lambert", "Ansh Radhakrishnan", "Carson Denison", "Evan J Hubinger", "Yuntao Bai", "Trenton Bricken", "Timothy Maxwell", "Nicholas Schiefer", "James Sully", "Alex Tamkin", "Tamera Lanham", "Karina Nguyen", "Tomasz Korbak", "Jared Kaplan", "Deep Ganguli", "Samuel R. Bowman", "Ethan Perez", "Roger Baker Grosse", "David Duvenaud" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cvaSru8LeO
poster
2406.14852
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
[ "Jiayu Wang", "Yifei Ming", "Zhenmei Shi", "Vibhav Vineet", "Xin Wang", "Yixuan Li", "Neel Joshi" ]
https://huggingface.co/papers/2406.14852
[ "https://github.com/jiayuww/SpatialEval" ]
[]
[]
[ "microsoft/VISION_LANGUAGE" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cuWsR25bbI
poster
2404.17563
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
[ "Yoonsoo Nam", "Nayara Fonseca", "Seok Hyeong Lee", "Chris Mingard", "Ard A. Louis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=cuO0DenqMl
poster
2405.09536
Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning
[ "Takuo Matsubara" ]
[ "https://github.com/takuomatsubara/WGBoost" ]
[]
[]
[]
NeurIPS2024