Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KHX0dKXdqH
poster
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
[ "Kangrui Ruan", "Junzhe Zhang", "Xuan Di", "Elias Bareinboim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KFmRMvzAZy
poster
2404.15146
Rethinking LLM Memorization through the Lens of Adversarial Compression
[ "Avi Schwarzschild", "Zhili Feng", "Pratyush Maini", "Zachary Chase Lipton", "J Zico Kolter" ]
https://huggingface.co/papers/2404.15146
[ "" ]
[ "pratyushmaini/acr_viewer" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KEe4IUp20I
poster
2404.14408
SpaceByte: Towards Deleting Tokenization from Large Language Modeling
[ "Kevin Slagle" ]
https://huggingface.co/papers/2404.14408
[ "https://github.com/kjslag/spacebyte" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=KAAUvi4kpb
poster
2411.02783
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
[ "David Mayo", "Christopher Wang", "Asa Harbin", "Abdulrahman Alabdulkareem", "Albert Eaton Shaw", "Boris Katz", "Andrei Barbu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K9IGlMQpif
poster
2403.07384
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models
[ "Yu Yang", "Siddhartha Mishra", "Jeffrey N Chiang", "Baharan Mirzasoleiman" ]
https://huggingface.co/papers/2403.07384
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K5PA3SK2jB
poster
2401.08140
ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
[ "Kiyohiro Nakayama", "Mikaela Angelina Uy", "Yang You", "Ke Li", "Leonidas Guibas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K3k4bWuNnk
poster
Even Sparser Graph Transformers
[ "Hamed Shirzad", "Honghao Lin", "Balaji Venkatachalam", "Ameya Velingker", "David Woodruff", "Danica J. Sutherland" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K3h2kZFz8h
poster
An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning
[ "Manel Rodriguez-Soto", "Juan Antonio Rodriguez Aguilar", "Maite López-Sánchez" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=K1EG2ABzNE
poster
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
[ "Ismail Alkhouri", "Shijun Liang", "Evan Bell", "Qing Qu", "Rongrong Wang", "Saiprasad Ravishankar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jzog9gvOf6
poster
Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images
[ "Zihan Lu", "Chenxu Wang", "Chunyan Xu", "Xiangwei Zheng", "Zhen Cui" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JzcIKnnOpJ
poster
2405.18686
Rejection via Learning Density Ratios
[ "Alexander Soen", "Hisham Husain", "Philip Schulz", "Vu Nguyen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JzKFN5fWOk
poster
2406.01375
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
[ "Haoran Que", "Jiaheng Liu", "Ge Zhang", "Chenchen Zhang", "Xingwei Qu", "Yinghao Ma", "Feiyu Duan", "ZhiqiBai", "JiakaiWang", "Yuanxing Zhang", "Xu Tan", "Jie Fu", "Jiamang Wang", "Lin Qu", "Wenbo Su", "Bo Zheng" ]
https://huggingface.co/papers/2406.01375
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jz7Z7KkR94
poster
2312.00486
REDUCR: Robust Data Downsampling using Class Priority Reweighting
[ "William Bankes", "George Hughes", "Ilija Bogunovic", "Zi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JyWAFGCJPl
oral
Fine Tuning Out-of-Vocabulary Item Recommendation with User Sequence Imagination
[ "Ruochen Liu", "Hao Chen", "Yuanchen Bei", "Qijie Shen", "Fangwei Zhong", "Senzhang Wang", "Jianxin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JxlQ2pbyzS
poster
2411.02066
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling
[ "Weibo Gao", "Qi Liu", "Linan Yue", "Fangzhou Yao", "Hao Wang", "Yin Gu", "Zheng Zhang" ]
[ "https://github.com/bigdata-ustc/coral" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JxOQeg1NkH
poster
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
[ "Jiaming Liu", "Mengzhen Liu", "Zhenyu Wang", "Pengju An", "Xiaoqi Li", "Kaichen Zhou", "Senqiao Yang", "Renrui Zhang", "Yandong Guo", "Shanghang Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JvlrUFJMbI
poster
Semantic Routing via Autoregressive Modeling
[ "Eric Zhao", "Pranjal Awasthi", "Zhengdao Chen", "Sreenivas Gollapudi", "Daniel Delling" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JvQnJWIj6m
oral
2410.19560
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
[ "Shentong Mo", "Shengbang Tong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jup0qZxH7U
poster
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
[ "Wei Li", "Lujun Li", "Mark G. Lee", "Shengjie Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JrraNaaZm5
poster
Few-Shot Diffusion Models Escape the Curse of Dimensionality
[ "Ruofeng Yang", "Bo Jiang", "Cheng Chen", "Ruinan Jin", "Baoxiang Wang", "Shuai Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JrYdk3HEnc
poster
2306.01952
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
[ "Jingwei Li", "Jing Dong", "Can Chang", "Baoxiang Wang", "Jingzhao Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JrIPBXWiS8
poster
2311.14900
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
[ "Zhenning Shi", "Haoshuai Zheng", "Chen Xu", "Changsheng Dong", "Bin Pan", "Xie xueshuo", "Along He", "Tao Li", "Huazhu Fu" ]
[ "https://github.com/nkicsl/resfusion" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JpqEzPTuv6
poster
What Makes Partial-Label Learning Algorithms Effective?
[ "Jiaqi Lv", "Yangfan Liu", "Shiyu Xia", "Ning Xu", "Miao Xu", "Gang Niu", "Min-Ling Zhang", "Masashi Sugiyama", "Xin Geng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jm2aK3sDJD
poster
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
[ "Divyansh Srivastava", "Ge Yan", "Tsui-Wei Weng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JlWn80mTJi
poster
2411.01350
The Implicit Bias of Gradient Descent on Separable Multiclass Data
[ "Hrithik Ravi", "Clayton Scott", "Daniel Soudry", "Yutong Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jkt42QYyEH
poster
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Control and Rendering
[ "Delin Qu", "Qizhi Chen", "Pingrui Zhang", "Xianqiang Gao", "Bin Zhao", "Zhigang Wang", "Dong Wang", "Xuelong Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JjQl8hXJAS
poster
2410.20254
Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL
[ "Andrew Wagenmaker", "Kevin Huang", "Liyiming Ke", "Kevin Jamieson", "Abhishek Gupta" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jj2PEAZPWk
poster
2410.08091
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
[ "Zhiyi Pan", "Wei Gao", "Shan Liu", "Ge Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JiRGxrqHh0
poster
2405.13879
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
[ "Marco Bornstein", "Amrit Bedi", "Abdirisak Mohamed", "Furong Huang" ]
[ "https://github.com/marcobornstein/fact" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JiQXsLvDls
poster
2403.02187
Mutual Information Estimation via Normalizing Flows
[ "Ivan Butakov", "Alexander Tolmachev", "Sofia Malanchuk", "Anna Neopryatnaya", "Alexey Frolov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JhqyeppMiD
poster
2402.06659
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
[ "Yuancheng Xu", "Jiarui Yao", "Manli Shu", "Yanchao Sun", "Zichu Wu", "Ning Yu", "Tom Goldstein", "Furong Huang" ]
[ "https://github.com/umd-huang-lab/vlm-poisoning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JfxqomOs60
poster
2407.14332
Unravelling in Collaborative Learning
[ "Aymeric Capitaine", "Etienne Boursier", "Antoine Scheid", "Eric Moulines", "Michael Jordan", "El-Mahdi El-Mhamdi", "Alain Oliviero Durmus" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Jf40H5pRW0
poster
2411.05818
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives
[ "Vincent Hanke", "Tom Blanchard", "Franziska Boenisch", "Iyiola Emmanuel Olatunji", "Michael Backes", "Adam Dziedzic" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JZHFRLoqDq
oral
2310.01105
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
[ "Alexander Kolesov", "Petr Mokrov", "Igor Udovichenko", "Milena Gazdieva", "Gudmund Pammer", "Anastasis Kratsios", "Evgeny Burnaev", "Alexander Korotin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JXKbf1d4ib
poster
2402.07598
Near-Minimax-Optimal Distributional Reinforcement Learning with a Generative Model
[ "Mark Rowland", "Li Kevin Wenliang", "Remi Munos", "Clare Lyle", "Yunhao Tang", "Will Dabney" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JWLiK3kKWQ
poster
2410.12474
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
[ "Hongduan Tian", "Feng Liu", "Zhanke Zhou", "Tongliang Liu", "Chengqi Zhang", "Bo Han" ]
[ "https://github.com/tmlr-group/CoPA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JVKABhr6mP
poster
2405.15574
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
[ "Byung-Kwan Lee", "Chae Won Kim", "Beomchan Park", "Yong Man Ro" ]
https://huggingface.co/papers/2405.15574
[ "https://github.com/byungkwanlee/meteor" ]
[ "BK-Lee/Meteor" ]
[ "BK-Lee/Meteor-MLM", "BK-Lee/Meteor-Mamba" ]
[ "BK-Lee/Meteor" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JRSyMBBJi6
poster
2404.07198
A Foundation Model for Zero-shot Logical Query Reasoning
[ "Mikhail Galkin", "Jincheng Zhou", "Bruno Ribeiro", "Jian Tang", "Zhaocheng Zhu" ]
[ "https://github.com/DeepGraphLearning/ULTRA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JPtobPtxKT
poster
Visual Perception by Large Language Model’s Weights
[ "Feipeng Ma", "Hongwei Xue", "Yizhou Zhou", "Guangting Wang", "Fengyun Rao", "Shilin Yan", "Yueyi Zhang", "Siying Wu", "Mike Zheng Shou", "Xiaoyan Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JO6T4rEJ32
poster
2406.18808
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
[ "Christopher Kymn", "Sonia Mazelet", "Anthony Hitchcock Thomas", "Denis Kleyko", "Edward Paxon Frady", "Friedrich Sommer", "Bruno Olshausen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JNl6h3U3oW
poster
2406.05981
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
[ "Haoran You", "Yipin Guo", "Yichao Fu", "Wei Zhou", "Huihong Shi", "Xiaofan Zhang", "Souvik Kundu", "Amir Yazdanbakhsh", "Yingyan Celine Lin" ]
https://huggingface.co/papers/2406.05981
[ "https://github.com/gatech-eic/shiftaddllm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JNDcFOczOf
poster
2410.23569
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
[ "Yujie Zhao", "Jose Efraim Aguilar Escamilla", "Weyl Lu", "Huazheng Wang" ]
[ "https://github.com/aguilarjose11/pbrlneurips" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JMBWTlazjW
poster
2406.09279
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
[ "Hamish Ivison", "Yizhong Wang", "Jiacheng Liu", "Zeqiu Wu", "Valentina Pyatkin", "Nathan Lambert", "Noah A. Smith", "Yejin Choi", "Hannaneh Hajishirzi" ]
https://huggingface.co/papers/2406.09279
[ "https://github.com/allenai/open-instruct" ]
[]
[ "allenai/tulu-v2.5-ppo-13b-uf-mean-70b-uf-rm", "allenai/tulu-v2.5-dpo-13b-hh-rlhf", "allenai/tulu-v2.5-dpo-13b-stackexchange-60k", "allenai/tulu-v2.5-dpo-13b-nectar-60k", "allenai/llama-3-tulu-v2.5-8b-uf-mean-70b-uf-rm-mixed-prompts", "allenai/llama-3-tulu-2-70b-uf-mean-rm", "allenai/llama-3-tulu-2-8b-uf-mean-rm", "hamishivi/tulu-v2.5-7b-uf-mean-7b-uf-rm", "hamishivi/tulu-v2.5-7b-uf-mean-7b-uf-rm-value", "hamishivi/tulu-v2.5-7b-uf-rm", "allenai/tulu-v2.5-ppo-13b-uf-mean-70b-mix-rm-value", "allenai/tulu-v2.5-dpo-13b-argilla-orca-pairs", "allenai/tulu-v2.5-dpo-13b-helpsteer", "allenai/tulu-v2.5-dpo-13b-shp2", "allenai/tulu-v2.5-dpo-13b-stackexchange", "allenai/tulu-v2.5-dpo-13b-uf-overall", "allenai/tulu-v2.5-dpo-13b-capybara", "allenai/tulu-v2.5-dpo-13b-prm-phase-2", "allenai/tulu-v2.5-dpo-13b-nectar", "allenai/tulu-v2.5-dpo-13b-chatbot-arena-2023", "allenai/tulu-v2.5-dpo-13b-chatbot-arena-2024", "allenai/tulu-v2.5-ppo-13b-uf-mean-70b-uf-rm-mixed-prompts-value", "allenai/tulu-v2.5-dpo-13b-alpacafarm-human-pref", "allenai/tulu-v2.5-dpo-13b-alpacafarm-gpt4-pref", "allenai/tulu-v2.5-dpo-13b-hh-rlhf-60k", "allenai/tulu-v2.5-ppo-13b-hh-rlhf-60k", "allenai/tulu-v2.5-ppo-13b-stackexchange-60k", "allenai/tulu-v2.5-ppo-13b-nectar-60k", "allenai/tulu-v2.5-ppo-13b-uf-mean", "allenai/tulu-v2.5-ppo-13b-chatbot-arena-2023", "allenai/tulu-v2.5-ppo-13b-uf-mean-13b-mix-rm", "allenai/tulu-v2.5-ppo-13b-uf-mean-70b-mix-rm", "allenai/tulu-v2.5-dpo-13b-uf-mean", "allenai/tulu-v2.5-ppo-13b-uf-mean-70b-uf-rm-mixed-prompts", "allenai/tulu-v2.5-13b-uf-rm", "allenai/tulu-v2.5-13b-preference-mix-rm", "allenai/tulu-v2.5-70b-preference-mix-rm", "allenai/tulu-v2.5-70b-uf-rm", "allenai/tulu-v2.5-13b-stackexchange-60k-rm", "allenai/tulu-v2.5-13b-nectar-60k-rm", "allenai/tulu-v2.5-13b-chatbot-arena-2023-rm", "allenai/tulu-v2.5-13b-hh-rlhf-60k-rm", "allenai/tulu-v2.5-ppo-13b-uf-mean-13b-uf-rm-value", "allenai/tulu-v2.5-ppo-13b-uf-mean-13b-mix-rm-value", "allenai/tulu-v2.5-ppo-13b-uf-mean-70b-uf-rm-value", "RichardErkhov/allenai_-_tulu-v2.5-dpo-13b-uf-mean-gguf", "allenai/llama-3.1-tulu-2-8b-uf-mean-rm", "allenai/llama-3.1-tulu-2-70b-uf-mean-rm", "allenai/llama-3-tulu-v2.5-8b-uf-mean-8b-uf-rm", "allenai/llama-3-tulu-v2.5-8b-uf-mean-70b-uf-rm", "RichardErkhov/allenai_-_tulu-v2.5-dpo-13b-argilla-orca-pairs-gguf" ]
[ "allenai/tulu-2.5-preference-data", "allenai/tulu-2.5-prompts" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JM0IQSliol
poster
Shape analysis for time series
[ "Thibaut Germain", "Samuel Gruffaz", "Charles Truong", "Alain Oliviero Durmus", "Laurent Oudre" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JL2eMCfDW8
poster
2403.03333
Federated Learning over Connected Modes
[ "Dennis Grinwald", "Philipp Wiesner", "Shinichi Nakajima" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JKEIYQUSUc
poster
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models
[ "An-Chieh Cheng", "Hongxu Yin", "Yang Fu", "Qiushan Guo", "Ruihan Yang", "Jan Kautz", "Xiaolong Wang", "Sifei Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JK728xy8G7
poster
2408.00760
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
[ "Susung Hong" ]
https://huggingface.co/papers/2408.00760
[ "https://github.com/susunghong/seg-sdxl" ]
[ "John6666/text2tag-llm", "nyanko7/SEG-SDXL" ]
[ "nyanko7/sdxl_smoothed_energy_guidance" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JJGfCvjpTV
poster
2410.20470
Hamiltonian Score Matching and Generative Flows
[ "Peter Holderrieth", "Yilun Xu", "Tommi Jaakkola" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JInTfcxH3Q
poster
2408.04057
PowerPM: Foundation Model for Power Systems
[ "Shihao Tu", "Yupeng Zhang", "Jing Zhang", "Zhendong Fu", "Yin Zhang", "Yang Yang" ]
[ "https://github.com/yuqinie98/patchtst" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JHg9eNuw6p
poster
2411.09823
Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting
[ "Yian Wang", "Xiaowen Qiu", "Jiageng Liu", "Zhehuan Chen", "Jiting Cai", "Yufei Wang", "Tsun-Hsuan Wang", "Zhou Xian", "Chuang Gan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JFUhBY34SC
poster
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
[ "Haocheng Luo", "Tuan Truong", "Tung Pham", "Mehrtash Harandi", "Dinh Phung", "Trung Le" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JEflV4nRlH
poster
2407.10264
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
[ "Samyak Jain", "Ekdeep Singh Lubana", "Kemal Oksuz", "Tom Joy", "Philip Torr", "Amartya Sanyal", "Puneet K. Dokania" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JEKXTLjEIq
poster
Binary Search with Distributional Predictions
[ "Michael Dinitz", "Sungjin Im", "Thomas Lavastida", "Benjamin Moseley", "Aidin Niaparast", "Sergei Vassilvitskii" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JDAQwysFOc
oral
Non-convolutional graph neural networks.
[ "Yuanqing Wang", "Kyunghyun Cho" ]
[ "https://github.com/yuanqing-wang/rum" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JD3NYpeQ3R
poster
2406.09714
Large language model validity via enhanced conformal prediction methods
[ "John Cherian", "Isaac Gibbs", "Emmanuel Candes" ]
[ "https://github.com/jjcherian/conformal-safety" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JCyBN5syv3
poster
2406.09386
SimGen: Simulator-conditioned Driving Scene Generation
[ "Yunsong Zhou", "Michael Simon", "Zhenghao Peng", "Sicheng Mo", "Hongzi Zhu", "Minyi Guo", "Bolei Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JC1VKK3UXk
poster
2405.19101
Poseidon: Efficient Foundation Models for PDEs
[ "Maximilian Herde", "Bogdan Raonic", "Tobias Rohner", "Roger Käppeli", "Roberto Molinaro", "Emmanuel de Bezenac", "Siddhartha Mishra" ]
https://huggingface.co/papers/2405.19101
[ "https://github.com/camlab-ethz/poseidon" ]
[]
[ "camlab-ethz/Poseidon-B", "camlab-ethz/Poseidon-L", "camlab-ethz/Poseidon-T" ]
[ "camlab-ethz/CE-Gauss", "camlab-ethz/CE-RM", "camlab-ethz/CE-CRP", "camlab-ethz/GCE-RT", "camlab-ethz/CE-RP", "camlab-ethz/Wave-Gauss", "camlab-ethz/ACE", "camlab-ethz/SE-AF", "camlab-ethz/Wave-Layer", "camlab-ethz/NS-BB", "camlab-ethz/NS-Gauss", "camlab-ethz/Poisson-Gauss", "camlab-ethz/Helmholtz", "camlab-ethz/NS-SL", "camlab-ethz/CE-RPUI", "camlab-ethz/NS-SVS", "camlab-ethz/FNS-KF", "camlab-ethz/NS-Sines", "camlab-ethz/NS-PwC" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JBAUg7o8Yv
poster
2406.12459
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
[ "Panwang Pan", "Zhuo Su", "Chenguo Lin", "Zhen Fan", "Yongjie zhang", "Zeming Li", "Tingting Shen", "Yadong MU", "Yebin Liu" ]
https://huggingface.co/papers/2406.12459
[ "https://github.com/humansplat/humansplat.github.io" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=JAhNsZ9dvG
poster
2406.02532
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
[ "Ruslan Svirschevski", "Avner May", "Zhuoming Chen", "Beidi Chen", "Zhihao Jia", "Max Ryabinin" ]
https://huggingface.co/papers/2406.02532
[ "https://github.com/yandex-research/specexec" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J8rOw29df2
poster
On the Stability and Generalization of Meta-Learning
[ "Yunjuan Wang", "Raman Arora" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J709rtAUD1
poster
2409.03142
Causal Temporal Representation Learning with Nonstationary Sparse Transition
[ "Xiangchen Song", "Zijian Li", "Guangyi Chen", "Yujia Zheng", "Yewen Fan", "Xinshuai Dong", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J6zHcScAo0
poster
2406.11944
Transcoders find interpretable LLM feature circuits
[ "Jacob Dunefsky", "Philippe Chlenski", "Neel Nanda" ]
https://huggingface.co/papers/2406.11944
[ "https://github.com/jacobdunefsky/transcoder_circuits" ]
[]
[ "google/gemma-scope-2b-pt-transcoders", "jacobdunefsky/gpt2small-transcoders" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J6NByZlLNj
poster
2310.11595
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
[ "Jun Xia", "Zhihao Yue", "Yingbo Zhou", "Zhiwei Ling", "Yiyu Shi", "Xian Wei", "Mingsong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J42SwBemEA
poster
2411.06174
State Chrono Representation for Enhancing Generalization in Reinforcement Learning
[ "Jianda Chen", "Wen zheng terence Ng", "Zichen Chen", "Sinno Jialin Pan", "Tianwei Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J3w0AXtEhp
poster
2402.12711
Uniform Last-Iterate Guarantee for Bandits and Reinforcement Learning
[ "Junyan Liu", "Yunfan Li", "Ruosong Wang", "Lin Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J2wOOtkBx0
poster
2405.16034
DiffuBox: Refining 3D Object Detection with Point Diffusion
[ "Xiangyu Chen", "Zhenzhen Liu", "Katie Z Luo", "Siddhartha Datta", "Adhitya Polavaram", "Yan Wang", "Yurong You", "Boyi Li", "Marco Pavone", "Wei-Lun Chao", "Mark Campbell", "Bharath Hariharan", "Kilian Q Weinberger" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J2wI2rCG2u
oral
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
[ "Zekun Shi", "Zheyuan Hu", "Min Lin", "Kenji Kawaguchi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J1Y70keorq
poster
2411.03678
Multi-model Ensemble Conformal Prediction in Dynamic Environments
[ "Erfan Hajihashemi", "Yanning Shen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=J0Itri0UiN
poster
2409.01977
Counterfactual Fairness by Combining Factual and Counterfactual Predictions
[ "Zeyu Zhou", "Tianci Liu", "Ruqi Bai", "Jing Gao", "Murat Kocaoglu", "David I. Inouye" ]
[ "https://github.com/inouye-lab/pcf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IxazPgGF8h
poster
2409.17331
ChatCam: Empowering Camera Control through Conversational AI
[ "Xinhang Liu", "Yu-Wing Tai", "Chi-Keung Tang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IxRf7Q3s5e
poster
2402.15393
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
[ "Bernardo Esteves", "Miguel Vasco", "Francisco S. Melo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IxEhb4NCvy
poster
2408.16221
SSDM: Scalable Speech Dysfluency Modeling
[ "Jiachen Lian", "Xuanru Zhou", "Zoe Ezzes", "Jet M.J. Vonk", "Brittany T. Morin", "David Paul Galang Baquirin", "Zachary A. Miller", "Maria Luisa Gorno-Tempini", "Gopala Anumanchipalli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IwNTiNPxFt
poster
2406.02485
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
[ "Jiajun Wang", "MORTEZA GHAHREMANI", "Yitong Li", "Björn Ommer", "Christian Wachinger" ]
[ "https://github.com/ai-med/stablepose" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ItzD2Cnu9y
poster
Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
[ "Shima Adeli", "Mojtaba Tefagh", "Gourav Jhanwar", "Masoud Zarepisheh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Iq2IAWozNr
poster
2405.17151
Smoke and Mirrors in Causal Downstream Tasks
[ "Riccardo Cadei", "Lukas Lindorfer", "Sylvia Cremer", "Cordelia Schmid", "Francesco Locatello" ]
[ "https://github.com/causallearningai/istant" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IpHB5RC3za
poster
2410.12394
Real-time Stereo-based 3D Object Detection for Streaming Perception
[ "Changcai Li", "Zonghua Gu", "Gang Chen", "Libo Huang", "Wei Zhang", "Huihui Zhou" ]
[ "https://github.com/weiyangdaren/streamdsgn-pytorch" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ioabr42B44
poster
2405.13800
Dense Connector for MLLMs
[ "Huanjin Yao", "Wenhao Wu", "Taojiannan Yang", "YuXin Song", "Mengxi Zhang", "Haocheng Feng", "Yifan Sun", "Zhiheng Li", "Wanli Ouyang", "Jingdong Wang" ]
https://huggingface.co/papers/2405.13800
[ "https://github.com/HJYao00/DenseConnector" ]
[ "merve/vision_papers", "HuanjinYao/DenseConnector-v1.5-8B", "velaia/vision_papers" ]
[ "HuanjinYao/DenseConnector-v1.5-8B", "HuanjinYao/DenseConnector-v1.5-13B", "HuanjinYao/DenseConnector-v1.5-SigLIP-7B-AnyRes", "HuanjinYao/DenseConnector-v1.5-7B", "HuanjinYao/DenseConnector-with-mgm-7B" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IoRT7EhFap
poster
2410.16105
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
[ "Ronglong Fang", "Yuesheng Xu" ]
[ "https://github.com/ronglong-fang/addressingspectralbiasviamgdl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Io1qKqCVIK
poster
2404.13445
DMesh: A Differentiable Mesh Representation
[ "Sanghyun Son", "Matheus Gadelha", "Yang Zhou", "Zexiang Xu", "Ming Lin", "Yi Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IlIDNMvwmX
poster
2402.00411
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
[ "Zecheng Hao", "Xinyu Shi", "Yujia Liu", "Zhaofei Yu", "Tiejun Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IjHrALdQNP
poster
2410.23978
GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance
[ "Shuaihang Yuan", "Hao Huang", "Yu Hao", "Congcong Wen", "Anthony Tzes", "Yi Fang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IgU8gMKy4D
poster
Contrastive dimension reduction: when and how?
[ "Sam Hawke", "Yueen Ma", "Didong Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IfZwSRpqHl
poster
Dynamic Rescaling for Training GNNs
[ "Nimrah Mustafa", "Rebekka Burkholz" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IdtoJVWVnX
poster
2406.15708
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
[ "Xingchen Wan", "Ruoxi Sun", "Hootan Nakhost", "Sercan O Arik" ]
https://huggingface.co/papers/2406.15708
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IdQuUYMA1t
poster
2410.23495
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
[ "Baekrok Shin", "Junsoo Oh", "Hanseul Cho", "Chulhee Yun" ]
[ "https://github.com/NAVER-INTEL-Co-Lab/gaudi-dash" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IdIVfzjPK4
poster
2405.16771
ARC: A Generalist Graph Anomaly Detector with In-Context Learning
[ "Yixin Liu", "Shiyuan Li", "Yu Zheng", "Qingfeng Chen", "Chengqi Zhang", "Shirui Pan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IbIB8SBKFV
poster
2406.04313
Improving Alignment and Robustness with Circuit Breakers
[ "Andy Zou", "Long Phan", "Justin Wang", "Derek Duenas", "Maxwell Lin", "Maksym Andriushchenko", "J Zico Kolter", "Matt Fredrikson", "Dan Hendrycks" ]
https://huggingface.co/papers/2406.04313
[ "https://github.com/blackswan-ai/short-circuiting" ]
[ "featherless-ai/try-this-model", "Granther/try-this-model", "Darok/Featherless-Feud", "emekaboris/try-this-model", "SC999/NV_Nemotron" ]
[ "GraySwanAI/Llama-3-8B-Instruct-RR", "GraySwanAI/Mistral-7B-Instruct-RR", "RichardErkhov/GraySwanAI_-_Llama-3-8B-Instruct-RR-gguf", "RichardErkhov/GraySwanAI_-_Mistral-7B-Instruct-RR-gguf", "GraySwanAI/llava-v1.6-mistral-7b-hf-RR" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=Ib2iHIJRTh
oral
Probablistic Emulation of a Global Climate Model with Spherical DYffusion
[ "Salva Rühling Cachay", "Brian Henn", "Oliver Watt-Meyer", "Christopher S. Bretherton", "Rose Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IXRa8adMHX
poster
2405.16218
On the Optimal Time Complexities in Decentralized Stochastic Asynchronous Optimization
[ "Alexander Tyurin", "Peter Richtárik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IVqzbuLfoL
poster
3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
[ "Zhifan Ye", "Chenxi Wan", "Chaojian Li", "Jihoon Hong", "Sixu Li", "Leshu Li", "Yongan Zhang", "Yingyan Celine Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IVjs67Xa44
poster
Putting Gale Shapley to Work: Guaranteeing Stability Through Learning
[ "Hadi Hosseini", "Sanjukta Roy", "Duohan Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IUKff7nYmW
poster
2405.18031
Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks
[ "Dmitry Kovalev", "Ekaterina Borodich", "Alexander Gasnikov", "Dmitrii Feoktistov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ISa7mMe7Vg
poster
2405.18137
Exploiting LLM Quantization
[ "Kazuki Egashira", "Mark Vero", "Robin Staab", "Jingxuan He", "Martin Vechev" ]
[ "https://github.com/eth-sri/llm-quantization-attack" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IRXyPm9IPW
poster
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
[ "Xun Wu", "Shaohan Huang", "Guolong Wang", "Jing Xiong", "Furu Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IOKLUxB05h
poster
2410.10931
Combining Observational Data and Language for Species Range Estimation
[ "Max Hamilton", "Christian Lange", "Elijah Cole", "Alexander Shepard", "Samuel Heinrich", "Oisin Mac Aodha", "Grant Van Horn", "Subhransu Maji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=INAeUQ04lT
poster
2402.19072
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
[ "Yuxuan Wang", "Haixu Wu", "Jiaxiang Dong", "Guo Qin", "Haoran Zhang", "Yong Liu", "Yun-Zhong Qiu", "Jianmin Wang", "Mingsheng Long" ]
[ "https://github.com/thuml/timexer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IMlDpZmLnL
poster
2410.17796
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression
[ "Tin Sum Cheng", "Aurelien Lucchi", "Anastasis Kratsios", "David Belius" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IM4LtYRWdE
poster
2407.08843
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models
[ "Daniela F De Albuquerque", "John Pearson" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IIoH8bf5BA
poster
2407.19448
Piecewise deterministic generative models
[ "Andrea Bertazzi", "Dario Shariatian", "Umut Simsekli", "Eric Moulines", "Alain Oliviero Durmus" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=IHjoPnNZb9
poster
2411.03033
Rethinking Decoders for Transformer-based Semantic Segmentation: Compression is All You Need
[ "Qishuai Wen", "Chun-Guang Li" ]
[ "https://github.com/qishuaiwen/depict" ]
[]
[]
[]
NeurIPS2024