Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jCPufQaHvb
poster
2408.00041
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
[ "Junru Chen", "Tianyu Cao", "Jing Xu", "Jiahe Li", "Zhilong Chen", "Tao Xiao", "Yang Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jCMYIUwprx
poster
2407.02518
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
[ "Hung Le", "Doyen Sahoo", "Yingbo Zhou", "Caiming Xiong", "Silvio Savarese" ]
[ "https://github.com/SalesforceAIResearch/indict_code_gen" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=jBf3eIyD2x
poster
2402.12329
Query-Based Adversarial Prompt Generation
[ "Jonathan Hayase", "Ema Borevković", "Nicholas Carlini", "Florian Tramèr", "Milad Nasr" ]
https://huggingface.co/papers/2402.12329
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j7sw0nXLjZ
poster
Instructor-inspired Machine Learning for Robust Molecular Property Prediction
[ "Fang Wu", "Shuting Jin", "Siyuan Li", "Stan Z. Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j6kJSS9O6I
poster
2405.14205
Agent Planning with World Knowledge Model
[ "Shuofei Qiao", "Runnan Fang", "Ningyu Zhang", "Yuqi Zhu", "Xiang Chen", "Shumin Deng", "Yong Jiang", "Pengjun Xie", "Fei Huang", "Huajun Chen" ]
https://huggingface.co/papers/2405.14205
[ "https://github.com/zjunlp/wkm" ]
[]
[ "zjunlp/WKM-mistral-alfworld" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j6Zsoj544N
poster
2409.17499
Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD
[ "Jie Hu", "Yi-Ting Ma", "Do Young Eun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j2wCrWmgMX
poster
2405.20003
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
[ "Alexander V Nikitin", "Jannik Kossen", "Yarin Gal", "Pekka Marttinen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j2hzCTqbF0
poster
Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation
[ "Yinghao Wu", "chaoran wang", "Lu Yin", "Shihui Guo", "Yipeng Qin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j25WK4GEGH
poster
2411.11471
Generalizable Person Re-identification via Balancing Alignment and Uniformity
[ "Yoonki Cho", "Jaeyoon Kim", "Woo Jae Kim", "Junsik Jung", "Sung-eui Yoon" ]
[ "https://github.com/yoonkicho/bau" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=j14wStqZni
poster
2403.03856
Public-data Assisted Private Stochastic Optimization: Power and Limitations
[ "Enayat Ullah", "Michael Menart", "Raef Bassily", "Cristóbal A Guzmán", "Raman Arora" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iykao97YXf
poster
Reinforcement Learning with LTL and ω-Regular Objectives via Optimality-Preserving Translation to Average Rewards
[ "Xuan-Bach Le", "Dominik Wagner", "Leon Witzman", "Alexander Rabinovich", "Luke Ong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ivCX2cjwcT
poster
2409.19422
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures
[ "Subash Timilsina", "Sagar Shrestha", "Xiao Fu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=itztwTAcN6
poster
2405.05968
A Universal Growth Rate for Learning with Smooth Surrogate Losses
[ "Anqi Mao", "Mehryar Mohri", "Yutao Zhong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=itbKmreqUZ
poster
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
[ "Ziyuan Zhang", "Han Qiu", "Zhang Maosen", "Jun Liu", "Bin Chen", "Tianwei Zhang", "Hewu Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=isZ8XRe3De
poster
2408.10159
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
[ "Xiaoyu Kong", "Jiancan Wu", "An Zhang", "Leheng Sheng", "Hui Lin", "Xiang Wang", "Xiangnan He" ]
[ "https://github.com/akalikong/ilora" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ioe66JeCMF
poster
2408.05798
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences
[ "Zhaoze Wang", "Ronald W Di Tullio", "Spencer Rooke", "Vijay Balasubramanian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ioKQzb8SMr
poster
2407.01624
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
[ "Taeyoung Yun", "Sujin Yun", "Jaewoo Lee", "Jinkyoo Park" ]
[ "https://github.com/dbsxodud-11/gtg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ioAlzcELTf
poster
2405.13796
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
[ "Wanghan Xu", "Fenghua Ling", "Wenlong Zhang", "Tao Han", "Hao Chen", "Wanli Ouyang", "LEI BAI" ]
[ "https://github.com/black-yt/weathergft" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ik37kKxKBm
poster
2408.10147
In-Context Learning with Representations: Contextual Generalization of Trained Transformers
[ "Tong Yang", "Yu Huang", "Yingbin Liang", "Yuejie Chi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iiYadgKHwo
poster
2406.12538
Variational Distillation of Diffusion Policies into Mixture of Experts
[ "Hongyi Zhou", "Denis Blessing", "Ge Li", "Onur Celik", "Xiaogang Jia", "Gerhard Neumann", "Rudolf Lioutikov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ihEHCbqZEx
oral
2410.08245
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
[ "Sukwon Yun", "Inyoung Choi", "Jie Peng", "Yangfan Wu", "Jingxuan Bao", "Qiyiwen Zhang", "Jiayi Xin", "Qi Long", "Tianlong Chen" ]
[ "https://github.com/unites-lab/flex-moe" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ieYdf9TZ2u
poster
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
[ "Le Zhuo", "Ruoyi Du", "Han Xiao", "Yangguang Li", "Dongyang Liu", "Rongjie Huang", "Wenze Liu", "Xiangyang Zhu", "Fu-Yun Wang", "Zhanyu Ma", "Xu Luo", "Zehan Wang", "Kaipeng Zhang", "Lirui Zhao", "Si Liu", "Xiangyu Yue", "Wanli Ouyang", "Yu Qiao", "Hongsheng Li", "Peng Gao" ]
[ "https://github.com/alpha-vllm/lumina-t2x" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ibKpPabHVn
poster
2402.17176
DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection
[ "Hongyu Shen", "Yici Yan", "Zhizhen Zhao" ]
[ "https://github.com/nowonder2000/deepdrk" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ia4WUCwHA9
poster
2409.08311
Theoretical guarantees in KL for Diffusion Flow Matching
[ "Marta Gentiloni Silveri", "Alain Oliviero Durmus", "Giovanni Conforti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iYzyTmd3Jd
oral
2406.14558
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
[ "Jiawei Gao", "Ziqin Wang", "Zeqi Xiao", "Jingbo Wang", "Tai Wang", "Jinkun Cao", "Xiaolin Hu", "Si Liu", "Jifeng Dai", "Jiangmiao Pang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iYkhThIXG1
poster
2410.14894
Soft-Label Integration for Robust Toxicity Classification
[ "Zelei Cheng", "Xian Wu", "Jiahao Yu", "Shuo Han", "Xin-Qiang Cai", "Xinyu Xing" ]
[ "https://github.com/chengzelei/crowdsource_toxicity_classification" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iYcY7KAkSy
poster
Spiking Token Mixer: A event-driven friendly Former structure for spiking neural networks
[ "Shikuang Deng", "Yuhang Wu", "Kangrui Du", "Shi Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iWlqbNE8P7
poster
2410.06366
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
[ "Zijie Huang", "Wanjia Zhao", "Jingdong Gao", "Ziniu Hu", "Xiao Luo", "Yadi Cao", "Yuanzhou Chen", "Yizhou Sun", "Wei Wang" ]
[ "https://github.com/wanjiaZhao1203/TREAT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iW0wXE0VyR
oral
Induced Model Matching: Restricted Models Help Train Full-Featured Models
[ "Usama Muneeb", "Mesrob I Ohannessian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iSjqTQ5S1f
poster
2406.19272
Stochastic Concept Bottleneck Models
[ "Moritz Vandenhirtz", "Sonia Laguna", "Ričards Marcinkevičs", "Julia E Vogt" ]
[ "https://github.com/mvandenhi/scbm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iSfCWhvEGA
oral
2402.06126
Learn To be Efficient: Build Structured Sparsity in Large Language Models
[ "Haizhong Zheng", "Xiaoyan Bai", "Xueshen Liu", "Zhuoqing Mao", "Beidi Chen", "Fan Lai", "Atul Prakash" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iSMTo0toDO
poster
2405.05665
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning
[ "Jiying Zhang", "Zijing Liu", "Yu Wang", "Bin Feng", "Yu Li" ]
[ "https://github.com/IDEA-XL/SubgDiff" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iQUxHrCna0
poster
2406.08332
UDON: Universal Dynamic Online distillatioN for generic image representations
[ "Nikolaos-Antonios Ypsilantis", "Kaifeng Chen", "Andre Araujo", "Ondrej Chum" ]
[ "https://github.com/nikosips/udon" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iOleSlC80F
poster
3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
[ "Mingsheng Li", "Jiakang Yuan", "Sijin Chen", "Lin Zhang", "Anyu Zhu", "Xin Chen", "Tao Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iO7viYaAt7
poster
2404.08791
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch
[ "Malek Mechergui", "Sarath Sreedharan" ]
[ "https://github.com/malek-mechergui/codemdp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iO6tcLJEwA
poster
2410.22817
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
[ "Zhiyuan Min", "Yawei Luo", "Jianwen Sun", "Yi Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iNvXYQrkpi
poster
2411.01171
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
[ "Zheng Zhan", "Yushu Wu", "Yifan Gong", "Zichong Meng", "Zhenglun Kong", "Changdi Yang", "Geng Yuan", "Pu Zhao", "Wei Niu", "Yanzhi Wang" ]
[ "https://github.com/wuyushuwys/FMEDiffusion" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iNUKoLU8xb
poster
Your contrastive learning problem is secretly a distribution alignment problem
[ "Zihao Chen", "Chi-Heng Lin", "Ran Liu", "Jingyun Xiao", "Eva L Dyer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iNS3SC949v
poster
2410.03276
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
[ "Francisco M Castro-Macías", "Pablo Morales-Alvarez", "Yunan Wu", "Rafael Molina", "Aggelos Katsaggelos" ]
[ "https://github.com/franblueee/smmil" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iN43sJoib7
poster
2405.16877
Are Self-Attentions Effective for Time Series Forecasting?
[ "Dongbin Kim", "Jinseong Park", "Jaewook Lee", "Hoki Kim" ]
[ "https://github.com/dongbeank/cats" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iMEAHXDiNP
poster
2406.11316
Improved Algorithms for Contextual Dynamic Pricing
[ "Matilde Tullii", "Solenne Gaucher", "Nadav Merlis", "Vianney Perchet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iM5i289eqt
poster
MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
[ "Haotian Qian", "Yinda Chen", "Shengtao Lou", "Fahad Khan", "Xiaogang Jin", "Deng-Ping Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iJgwd5mWYg
poster
Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
[ "Martino Bernasconi", "Matteo Castiglioni", "Andrea Celli", "Federico Fusco" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iFKmFUxQDh
poster
2410.05601
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
[ "Hang Guo", "Tao Dai", "Zhihao Ouyang", "Taolin Zhang", "Yaohua Zha", "Bin Chen", "Shu-Tao Xia" ]
[ "https://github.com/csguoh/refir" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iF7MnXnxRw
poster
Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
[ "Jerome Sieber", "Carmen Amo Alonso", "Alexandre Didier", "Melanie Zeilinger", "Antonio Orvieto" ]
[ "https://github.com/intelligentcontrolsystems/dsf-mqar" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iEsyRsg6t1
poster
2405.14547
Causal Effect Identification in a Sub-Population with Latent Variables
[ "Amir Mohammad Abouei", "Ehsan Mokhtarian", "Negar Kiyavash", "Matthias Grossglauser" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iEeiZlTbts
poster
2408.15099
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
[ "Alexander Rutherford", "Michael Beukman", "Timon Willi", "Bruno Lacerda", "Nick Hawes", "Jakob Nicolaus Foerster" ]
[ "https://github.com/amacrutherford/sampling-for-learnability" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iD18l6prA7
poster
C^2M^3: Cycle-Consistent Multi-Model Merging
[ "Donato Crisostomi", "Marco Fumero", "Daniele Baieri", "Florian Bernard", "Emanuele Rodolà" ]
[ "https://github.com/crisostomi/cycle-consistent-model-merging" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iChQIJtjHB
poster
2406.08954
S-SOS: Stochastic Sum-Of-Squares for Parametric Polynomial Optimization
[ "Richard Licheng Zhu", "Mathias Oster", "Yuehaw Khoo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iC869BBmc5
poster
2411.05006
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
[ "Jun-Kun Chen", "Yu-Xiong Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iBZSOh027z
poster
2405.14303
Similarity-Navigated Conformal Prediction for Graph Neural Networks
[ "Jianqing Song", "Jianguo Huang", "Wenyu Jiang", "Baoming Zhang", "Shuangjie Li", "Chongjun Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=iAkhPz7Qt3
poster
2407.12854
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
[ "Rulin Shao", "Jacqueline He", "Akari Asai", "Weijia Shi", "Tim Dettmers", "Sewon Min", "Luke Zettlemoyer", "Pang Wei Koh" ]
https://huggingface.co/papers/2407.12854
[ "https://github.com/rulinshao/retrieval-scaling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i9QpRjUAhv
poster
2410.14324
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
[ "Bocheng", "YuhangMa", "wuliebucha", "Shanyuan Liu", "Ao Ma", "Xiaoyu Wu", "Dawei Leng", "Yuhui Yin" ]
https://huggingface.co/papers/2410.14324
[ "https://github.com/360cvgroup/hico_t2i" ]
[ "qihoo360/HiCo_T2I" ]
[ "qihoo360/HiCo_T2I" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i8LoWBJf7j
poster
2406.04090
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors
[ "VIET HO TAM THUC DO", "Parham Eftekhar", "Seyed Alireza Hosseini", "Gene Cheung", "Philip Chou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i8JaxY7tDI
poster
2410.19123
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
[ "Ruisi Cai", "Yeonju Ro", "Geon-Woo Kim", "Peihao Wang", "Babak Ehteshami Bejnordi", "Aditya Akella", "Zhangyang Wang" ]
https://huggingface.co/papers/2410.19123
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i816TeqgVh
poster
2410.18416
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
[ "Zizhao Wang", "Jiaheng Hu", "Caleb Chuck", "Stephen Chen", "Roberto Martín-Martín", "Amy Zhang", "Scott Niekum", "Peter Stone" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i6BBclCymR
poster
How to Use Diffusion Priors under Sparse Views?
[ "Qisen Wang", "Yifan Zhao", "Jiawei Ma", "Jia Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i5PoejmWoC
poster
2409.10502
Causal language modeling can elicit search and reasoning capabilities on logic puzzles
[ "Kulin Shah", "Nishanth Dikkala", "Xin Wang", "Rina Panigrahy" ]
[ "https://github.com/kulinshah98/llm-reasoning-logic-puzzles" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i4jZ6fCDdy
poster
2310.05469
Learning to Predict Structural Vibrations
[ "Jan van Delden", "Julius Schultz", "Christopher Blech", "Sabine C. Langer", "Timo Lüddecke" ]
[ "https://github.com/ecker-lab/FQ-Operator" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i4gqCM1r3z
poster
2405.20272
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable
[ "Martin Andres Bertran", "Shuai Tang", "Michael Kearns", "Jamie Heather Morgenstern", "Aaron Roth", "Steven Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i4MutM2TZb
poster
2406.03445
Pre-trained Large Language Models Use Fourier Features to Compute Addition
[ "Tianyi Zhou", "Deqing Fu", "Vatsal Sharan", "Robin Jia" ]
https://huggingface.co/papers/2406.03445
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i3me9bCSCy
poster
2305.16625
Set-based Neural Network Encoding Without Weight Tying
[ "Bruno Andreis", "Bedionita Soro", "Philip Torr", "Sung Ju Hwang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i2oacRDF5L
poster
Belief-State Query Policies for User-Aligned Planning under Partial Observability
[ "Daniel Richard Bramblett", "Siddharth Srivastava" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=i1xjK5a0X8
oral
2408.08753
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
[ "Xiangdong Zhang", "Shaofeng Zhang", "Junchi Yan" ]
[ "https://github.com/aHapBean/PCP-MAE" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hwuUBsMlBf
poster
2405.05949
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
[ "Jiachen Li", "Xinyao Wang", "Sijie Zhu", "Chia-Wen Kuo", "Lu XU", "Fan Chen", "Jitesh Jain", "Humphrey Shi", "Longyin Wen" ]
https://huggingface.co/papers/2405.05949
[ "https://github.com/shi-labs/cumo" ]
[ "shi-labs/CuMo-7b-zero" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hw76X5uWrc
poster
2411.00156
Unlocking the Potential of Global Human Expertise
[ "Elliot Meyerson", "Olivier Francon", "Darren Sargent", "Babak Hodjat", "Risto Miikkulainen" ]
[ "https://github.com/cognizant-ai-labs/rhea-demo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hsgNvC5YM9
poster
2411.00322
Constant Acceleration Flow
[ "Dogyun Park", "Sojin Lee", "Sihyeon Kim", "Taehoon Lee", "Youngjoon Hong", "Hyunwoo J. Kim" ]
https://huggingface.co/papers/2411.00322
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hpvJwmzEHX
poster
2406.08506
RGFN: Synthesizable Molecular Generation Using GFlowNets
[ "Michał Koziarski", "Andrei Rekesh", "Dmytro Shevchuk", "Almer M. van der Sloot", "Piotr Gaiński", "Yoshua Bengio", "Cheng-Hao Liu", "Mike Tyers", "Robert A. Batey" ]
[ "https://github.com/koziarskilab/rgfn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hocAc3Qit7
poster
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
[ "Abhiram Iyer", "Sarthak Chandra", "Sugandha Sharma", "Ila R Fiete" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hoVXLC8vQU
poster
Convergence of log(1/ϵ) for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis
[ "Ioannis Anagnostides", "Tuomas Sandholm" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hkujvAPVsg
poster
2405.14831
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
[ "Bernal Jimenez Gutierrez", "Yiheng Shu", "Yu Gu", "Michihiro Yasunaga", "Yu Su" ]
https://huggingface.co/papers/2405.14831
[ "https://github.com/osu-nlp-group/hipporag" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hkEwwAqmCk
poster
2410.09004
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection
[ "Haochen Li", "Rui Zhang", "Hantao Yao", "Xin Zhang", "Yifan Hao", "Xinkai Song", "Xiaqing Li", "Yongwei Zhao", "Yunji Chen", "Ling Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hkBhX5ABjk
poster
Multi-Agent Domain Calibration with a Handful of Offline Data
[ "Tao Jiang", "Lei Yuan", "Lihe Li", "Cong Guan", "Zongzhang Zhang", "Yang Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hjspWd7jvg
poster
2310.09254
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics
[ "Dominik Klein", "Théo Uscidda", "Fabian J Theis", "marco cuturi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hjhpCJfbFG
poster
2410.20722
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
[ "Chiyu Ma", "Jon Donnelly", "Wenjun Liu", "Soroush Vosoughi", "Cynthia Rudin", "Chaofan Chen" ]
https://huggingface.co/papers/2410.20722
[ "https://github.com/Henrymachiyu/ProtoViT" ]
[]
[ "chiyum609/ProtoViT" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hilGwNabqB
poster
A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
[ "Disha Makhija", "Joydeep Ghosh", "Nhat Ho" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hhnkH8ex5d
poster
2312.06071
Precipitation Downscaling with Spatiotemporal Video Diffusion
[ "Prakhar Srivastava", "Ruihan Yang", "Gavin Kerrigan", "Gideon Dresdner", "Jeremy J McGibbon", "Christopher S. Bretherton", "Stephan Mandt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hgsS4onO4s
poster
Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions
[ "Hideaki Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hgdh4foghu
poster
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning
[ "Miles Richard Hutson", "Isaac Kauvar", "Nick Haber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hdUCZiMkFO
poster
2410.06535
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
[ "Shijie Ma", "Fei Zhu", "Zhun Zhong", "Wenzhuo Liu", "Xu-Yao Zhang", "Cheng-Lin Liu" ]
[ "https://github.com/mashijie1028/happy-cgcd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hbOWLtJNMK
poster
2307.08430
Long-range Meta-path Search on Large-scale Heterogeneous Graphs
[ "Chao Li", "Zijie Guo", "Qiuting He", "Kun He" ]
[ "https://github.com/jhl-hust/ldmlp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=haa457jwjw
poster
Piecewise-Stationary Bandits with Knapsacks
[ "Xilin Zhang", "Wang Chi Cheung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=haVPmN8UGi
poster
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
[ "Yihe Deng", "Chenchen Ye", "Zijie Huang", "Mingyu Derek Ma", "Yiwen Kou", "Wei Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=haUnEiXgQ7
poster
2409.19696
Vision-Language Models are Strong Noisy Label Detectors
[ "Tong Wei", "Hao-Tian Li", "Chun-Shu Li", "Jiang-Xin Shi", "Yu-Feng Li", "Min-Ling Zhang" ]
[ "https://github.com/HotanLee/DeFT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=haSKMlrbX5
poster
2406.00832
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
[ "Lin Gui", "Cristina Garbacea", "Victor Veitch" ]
https://huggingface.co/papers/2406.00832
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hYjRmGqq5e
poster
2403.07262
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
[ "Yunpeng Qing", "Shunyu Liu", "Jingyuan Cong", "Kaixuan Chen", "Yihe Zhou", "Mingli Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hYMxyeyEc5
poster
2405.14039
Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
[ "Yiming Wang", "Pei Zhang", "Baosong Yang", "Derek F. Wong", "Zhuosheng Zhang", "Rui Wang" ]
[ "https://github.com/alsace08/ood-math-reasoning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hYJOfWfw1P
poster
Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
[ "Enoch H. Kang", "Panganamala Kumar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hXgLvYsG2c
poster
2405.14377
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
[ "Zi Yang", "Ziyue Liu", "Samridhi Choudhary", "Xinfeng Xie", "Cao Gao", "Siegfried Kunzmann", "Zheng Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hWRVbdAWiS
poster
2402.04080
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
[ "Ruoqi Zhang", "Ziwei Luo", "Jens Sjölund", "Thomas B. Schön", "Per Mattsson" ]
[ "https://github.com/ruoqizzz/entropy-offlineRL" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hW5QWiCctl
poster
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs
[ "Zhao Zhang", "Ziwei Zhao", "Dong Wang", "Liwei Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hVmi98a0ki
oral
2406.05027
Optimizing Automatic Differentiation with Deep Reinforcement Learning
[ "Jamie Lohoff", "Emre Neftci" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hVGAGU4TKk
poster
2408.10178
NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
[ "Yifan Wang", "Di Huang", "Weicai Ye", "Guofeng Zhang", "Wanli Ouyang", "Tong He" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hUGD1aNMrp
oral
2410.05117
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
[ "Fan Chen", "Dylan J Foster", "Yanjun Han", "Jian Qian", "Alexander Rakhlin", "Yunbei Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hT4y7D2o2T
poster
2404.01595
Propensity Score Alignment of Unpaired Multimodal Data
[ "Johnny Xi", "Jana Osea", "Zuheng Xu", "Jason Hartford" ]
[ "https://github.com/valence-labs/prop-score-pairing" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hS1jvV3Dk3
oral
2403.02993
Localized Zeroth-Order Prompt Optimization
[ "Wenyang Hu", "Yao Shu", "Zongmin Yu", "Zhaoxuan Wu", "Xiaoqiang Lin", "Zhongxiang Dai", "See-Kiong Ng", "Bryan Kian Hsiang Low" ]
https://huggingface.co/papers/2403.02993
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hRqaot0NZF
poster
2410.13294
LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
[ "Xuexun Liu", "Xiaoxu Xu", "Jinlong Li", "Qiudan Zhang", "Xu Wang", "Nicu Sebe", "Lin Ma" ]
[ "https://github.com/mellody11/less" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hRKsahifqj
poster
2409.18735
Autoregressive Policy Optimization for Constrained Allocation Tasks
[ "David Winkel", "Niklas Alexander Strauß", "Maximilian Bernhard", "Zongyue Li", "Thomas Seidl", "Matthias Schubert" ]
[ "https://github.com/niklasdbs/paspo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hQfcrTBHeD
poster
2405.19073
An engine not a camera: Measuring performative power of online search
[ "Celestine Mendler-Dünner", "Gabriele Carovano", "Moritz Hardt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hQJksiskaa
poster
Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency
[ "Yuan Deng", "Jieming Mao", "Vahab Mirrokni", "Hanrui Zhang", "Song Zuo" ]
[ "" ]
[]
[]
[]
NeurIPS2024