Datasets:
IAMJB
/
paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uS0PwIBzC0
poster
2405.19597
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
[ "Vijay Lingam", "Atula Tejaswi Neerkaje", "Aditya Vavre", "Aneesh Shetty", "Gautham Krishna Gudur", "Joydeep Ghosh", "Eunsol Choi", "Alex Dimakis", "Aleksandar Bojchevski", "sujay sanghavi" ]
https://huggingface.co/papers/2405.19597
[ "https://github.com/vijaylingam95/svft" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uRnTYPkF3V
poster
2410.03849
Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood
[ "Ziyi Liu", "Idan Attias", "Daniel M. Roy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uOvrwVW1yA
poster
2402.02328
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
[ "Hongyu Cheng", "Sammy Khalife", "Barbara Fiedorowicz", "Amitabh Basu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uO53206oLJ
poster
2406.08465
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data
[ "Jiaojiao Zhang", "Jiang Hu", "Anthony Man-Cho So", "Mikael Johansson" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uNKlTQ8mBD
oral
2407.00695
Learning Formal Mathematics From Intrinsic Motivation
[ "Gabriel Poesia", "David Broman", "Nick Haber", "Noah Goodman" ]
[ "https://github.com/gpoesia/minimo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uM3rQ14iex
poster
2411.04054
Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits
[ "Muhammad Qasim Elahi", "Mahsa Ghasemi", "Murat Kocaoglu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uLGyoBn7hm
poster
Disentangled Representation Learning in Non-Markovian Causal Systems
[ "Adam Li", "Yushu Pan", "Elias Bareinboim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uHs6RJFDsg
poster
2404.13046
MoVA: Adapting Mixture of Vision Experts to Multimodal Context
[ "Zhuofan Zong", "Bingqi Ma", "Dazhong Shen", "Guanglu Song", "Hao Shao", "Dongzhi Jiang", "Hongsheng Li", "Yu Liu" ]
https://huggingface.co/papers/2404.13046
[ "https://github.com/templex98/mova" ]
[]
[ "zongzhuofan/llama3-mova-8b" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uHml6eyoVF
poster
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
[ "Eszter Szekely", "Lorenzo Bardone", "Federica Gerace", "Sebastian Goldt" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uHcG5Y6fdB
poster
2411.02544
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context
[ "Kazusato Oko", "Yujin Song", "Taiji Suzuki", "Denny Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uFXGsiYkkX
poster
2406.07539
BAKU: An Efficient Transformer for Multi-Task Policy Learning
[ "Siddhant Haldar", "Zhuoran Peng", "Lerrel Pinto" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uDxhMgjVJB
poster
2403.14067
Automatic Outlier Rectification via Optimal Transport
[ "Jose Blanchet", "Jiajin Li", "Markus Pelger", "Greg Zanotti" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uDD44NROOt
poster
2402.13147
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning
[ "Huy Hoang", "Tien Anh Mai", "Pradeep Varakantham" ]
[ "https://github.com/hmhuy0/SPRINQL" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uCvdw0IOuU
poster
2410.17918
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
[ "Wenfang Yao", "Chen Liu", "Kejing Yin", "William K. Cheung", "Jing Qin" ]
[ "https://github.com/chenliu-svg/ddl-cxr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uCgFk8nP0Z
poster
2306.02071
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
[ "Felipe Garrido", "Benjamin Heymann", "Maxime Vono", "Patrick Loiseau", "Vianney Perchet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uCZI8gSfD4
oral
2411.02142
Training Compute-Optimal Protein Language Models
[ "Xingyi Cheng", "Bo Chen", "Pan Li", "Jing Gong", "Jie Tang", "Le Song" ]
[ "https://github.com/cxysteven/scalingproteinlm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uBVCPAMDGk
poster
2405.16260
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
[ "Shelly Golan", "Roy Ganz", "Michael Elad" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=uAzhODjALU
poster
2408.15237
The Mamba in the Llama: Distilling and Accelerating Hybrid Models
[ "Junxiong Wang", "Daniele Paliotta", "Avner May", "Alexander M Rush", "Tri Dao" ]
https://huggingface.co/papers/2408.15237
[ "https://github.com/jxiw/mambainllama" ]
[]
[ "JunxiongWang/mamba_0_875_dpo_ep3", "JunxiongWang/Mamba2InLlama_1", "JunxiongWang/mamba_0_75_dpo_ep3", "JunxiongWang/mamba_0_5_dpo_ep3", "JunxiongWang/mamba_0_5_dpo_ep1", "JunxiongWang/mamba_0_75_dpo_ep1", "JunxiongWang/mamba_0_875_dpo_ep1", "JunxiongWang/MambaInLlama_0_50", "JunxiongWang/Mamba2InLlama_0_50", "JunxiongWang/MambaInLlama_0_75", "JunxiongWang/Mamba2InLlama_0_75", "JunxiongWang/Mamba2InLlama_0_875", "JunxiongWang/MambaInLlama_0_875", "JunxiongWang/Llama3.2-Mamba2-3B-distill", "JunxiongWang/Llama3.2-Mamba2-3B-dpo", "JunxiongWang/Llama3.1-Mamba2-8B-distill", "JunxiongWang/Llama3.2-Mamba-3B-distill", "JunxiongWang/Llama3.1-Mamba-8B-distill", "JunxiongWang/Llama3.1-Mamba2-8B-dpo", "JunxiongWang/Llama3.1-Mamba-8B-dpo", "JunxiongWang/Llama3.2-Mamba-3B-dpo" ]
[ "JunxiongWang/sftdatasetv3" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u9ShP64FJV
poster
2404.13968
Protecting Your LLMs with Information Bottleneck
[ "Zichuan Liu", "Zefan Wang", "Linjie Xu", "Jinyu Wang", "Lei Song", "Tianchun Wang", "Chunlin Chen", "Wei Cheng", "Jiang Bian" ]
https://huggingface.co/papers/2404.13968
[ "https://github.com/zichuan-liu/ib4llms" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u7okTt4ZyE
poster
2409.17778
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
[ "Qinpeng Cui", "Yi'xuan Liu", "Xinyi Zhang", "Qiqi Bao", "Qingmin Liao", "liwang Amd", "Lu Tian", "Zicheng Liu", "Zhongdao Wang", "Emad Barsoum" ]
[ "https://github.com/qinpengcui/dossr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u7JRmrGutT
poster
2409.17687
Graph Edit Distance with General Costs Using Neural Set Divergence
[ "Eeshaan Jain", "Indradyumna Roy", "Saswat Meher", "Soumen Chakrabarti", "Abir De" ]
[ "https://github.com/structlearning/graphedx" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u6XxyuD3Ro
oral
2405.20824
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
[ "Stephen Pasteris", "Chris Hicks", "Vasilios Mavroudis", "Mark Herbster" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u6FuiKzT1K
poster
2406.19258
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
[ "Jinsong Chen", "Hanpeng Liu", "John E. Hopcroft", "Kun He" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u5enPCwaLt
poster
Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
[ "Alexis Bellot", "Silvia Chiappa" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u5BkOgWWZW
poster
2409.08466
Explaining Datasets in Words: Statistical Models with Natural Language Parameters
[ "Ruiqi Zhong", "Heng Wang", "Dan Klein", "Jacob Steinhardt" ]
[ "https://github.com/ruiqi-zhong/nlparam" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u3mZzd0Pdx
poster
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization
[ "Rongzhen Wang", "Chenyu Zheng", "Guoqiang Wu", "Xu Min", "Xiaolu Zhang", "JUN ZHOU", "Chongxuan Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u2gzfXRLaN
poster
2410.23461
Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization
[ "Omar Montasser", "Han Shao", "Emmanuel Abbe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u1mNGLYN74
poster
2410.11373
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
[ "YingJun Shen", "Haizhao Dai", "Qihe Chen", "Yan Zeng", "Jiakai Zhang", "Yuan Pei", "Jingyi Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=u1Z3HWz4VJ
poster
RAMP: Boosting Adversarial Robustness Against Multiple l_p Perturbations for Universal Robustness
[ "Enyi Jiang", "Gagandeep Singh" ]
[ "https://github.com/uiuc-focal-lab/ramp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tz83Nyb71l
poster
2405.14458
YOLOv10: Real-Time End-to-End Object Detection
[ "Ao Wang", "Hui Chen", "Lihao Liu", "Kai CHEN", "Zijia Lin", "Jungong Han", "Guiguang Ding" ]
https://huggingface.co/papers/2405.14458
[ "https://github.com/THU-MIG/yolov10" ]
[ "SkalskiP/YOLO-ARENA", "jameslahm/YOLOv10", "freddyaboulton/webrtc-yolov10n", "xqt/Segment-Anything-2-Assist", "MSaadTariq/YoloV10", "Sovenok-Hacker/Yolov10", "yasserrmd/DailySnap", "1ngsm0del/Pill_name_detection_YOLOv10", "xiaoming32236046/yolov10_CTC", "Ean7/YOLOv10", "jeff86/Yolov10", "StevenChen16/YOLOv10", "silver-A/awesome-yolov10", "kasper-boy/Evolving-YOLO-V8-V9-V10", "1ngsm0del/Drug_Recongnition_YOLOv10_Show_Input_Output_Name", "mbar0075/YOLO-Playground", "kevin159/color-detection" ]
[ "kadirnar/Yolov10", "jameslahm/yolov10x", "jameslahm/yolov10n", "jameslahm/yolov10s", "jameslahm/yolov10m", "jameslahm/yolov10l", "jameslahm/yolov10b", "kadirnar/yolov10m", "kairess/baby-face-detection-yolov10", "m3/yolov10s-transformers", "hyokwan/yolov10_hkcode", "hyokwan/yolov10_vita500", "tacmatic/yolov10-finetuned", "vanillo/fireyolov10n", "vanillo/yolov10n", "mamamamamaasdasd/yolov10", "lemon3853/yolov10n", "kadirnar/yolov10b", "kadirnar/yolov10n", "kadirnar/yolov10l", "kadirnar/yolov10x", "kadirnar/yolov10s", "LimaLimao/Yolo-IFMT", "nielsr/yolov10n", "nielsr/yolov10l", "BriannaHa/yolov10-finetuned-DnDdice", "Sj210033/yolov10-dummy-finetuned", "Sj210033/yolov10-finetuned", "Koshti10/yolov10x-trained-Kitti-2D-detection", "Koshti10/yolov10n-trained-Kitti-2D-detection", "Koshti10/yolov10x-finetuned-Kitti-2D-detection", "Koshti10/yolov10n-finetuned-Kitti-2D-detection", "Koshti10/yolov10n_vanilla_final", "Koshti10/yolov10n_pt_final", "Koshti10/yolov10x_pt_final", "Koshti10/yolov10x_vanilla_final", "minhah/yolov10-finetuned-scalp", "minhah/yolov10-finetuned-scalp-new" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tyPcIETPWM
poster
2410.12454
Conditional Outcome Equivalence: A Quantile Alternative to CATE
[ "Josh Givens", "Henry Reeve", "Song Liu", "Katarzyna Reluga" ]
[ "https://github.com/joshgivens/ConditionalOutcomeEquivalence" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=twpPD9UMUN
poster
2404.12020
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
[ "Jie Ma", "Min Hu", "Pinghui Wang", "Wangchun Sun", "Lingyun Song", "Hongbin Pei", "Jun Liu", "Youtian Du" ]
[ "https://github.com/reml-group/music-avqa-r" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=twYE75Mnkt
poster
2409.17567
Derandomizing Multi-Distribution Learning
[ "Kasper Green Larsen", "Omar Montasser", "Nikita Zhivotovskiy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tvQ3XCKWbB
poster
2305.11512
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics
[ "Yivan Zhang", "Masashi Sugiyama" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tuiqq1G8I5
poster
DisCEdit: Model Editing by Identifying Discriminative Components
[ "Chaitanya Murti", "Chiranjib Bhattacharyya" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tu1oC7zHGW
poster
2405.14156
Unveiling the Tapestry of Consistency in Large Vision-Language Models
[ "Yuan Zhang", "Fei xiao", "Tao Huang", "Chun-Kai Fan", "Hongyuan Dong", "Jiawen Li", "Jiacong Wang", "Kuan Cheng", "Shanghang Zhang", "Haoyuan Guo" ]
[ "https://github.com/foundation-multimodal-models/conbench" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ttUXtV2YrA
poster
Revisiting the Integration of Convolution and Attention for Vision Backbone
[ "Lei Zhu", "Xinjiang Wang", "Wayne Zhang", "Rynson W. H. Lau" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ttLcbEkaj6
poster
2407.08906
AirSketch: Generative Motion to Sketch
[ "Hui Xian Grace Lim", "Xuanming Cui", "Yogesh S Rawat", "Ser-Nam Lim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tsIKrvexBd
poster
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images
[ "Junxian Wu", "Xinyi Ke", "Xiaoming Jiang", "Huanwen Wu", "Youyong Kong", "Lizhi Shao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tnh4LK72yj
oral
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
[ "Zhongchao Yi", "Zhengyang Zhou", "Qihe Huang", "Yanjiang Chen", "Liheng Yu", "Xu Wang", "Yang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tnQbciDjVf
poster
2410.12183
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration
[ "Yiwei Guo", "Shaobin Zhuang", "Kunchang Li", "Yu Qiao", "Yali Wang" ]
https://huggingface.co/papers/2410.12183
[ "https://github.com/markywg/transagent" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tmX1AUmkl6
poster
2407.01094
Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
[ "Mingxiang Liao", "Hannan Lu", "Qixiang Ye", "Wangmeng Zuo", "Fang Wan", "Tianyu Wang", "Yuzhong Zhao", "Jingdong Wang", "Xinyu Zhang" ]
[ "https://github.com/mingxiangl/devil" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tmQH8prqLc
poster
2406.01959
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
[ "Wei Jiang", "Sifan Yang", "Yibo Wang", "Lijun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tk0uaRynhH
poster
2404.04240
Dynamic Conditional Optimal Transport through Simulation-Free Flows
[ "Gavin Kerrigan", "Giosue Migliorini", "Padhraic Smyth" ]
[ "https://github.com/gavinkerrigan/cot_fm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tj8nsfxi5r
poster
2409.17515
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
[ "Xinlei Wang", "Maike Feng", "Jing Qiu", "Jinjin Gu", "Junhua Zhao" ]
[ "https://github.com/ameliawong1996/From_News_to_Forecast" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=thUf6ZBlPp
oral
2410.24054
EigenVI: score-based variational inference with orthogonal function expansions
[ "Diana Cai", "Chirag Modi", "Charles Margossian", "Robert M. Gower", "David Blei", "Lawrence K. Saul" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=teVxVdy8R2
poster
Prediction with Action: Visual Policy Learning via Joint Denoising Process
[ "Yanjiang Guo", "Yucheng Hu", "Jianke Zhang", "Yen-Jen Wang", "Xiaoyu Chen", "Chaochao Lu", "Jianyu Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=te6VagJf6G
poster
2405.16337
Learning to Reason via Program Generation, Emulation, and Search
[ "Nathaniel Weir", "Muhammad Khalifa", "Linlu Qiu", "Orion Weller", "Peter Clark" ]
https://huggingface.co/papers/2405.16337
[ "https://github.com/nweir127/cogex" ]
[]
[]
[ "mkhalifa/CoGEX" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tdZLKY9usl
poster
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference
[ "Lin Duan", "Jingwei Sun", "Jinyuan Jia", "Yiran Chen", "Maria Gorlatova" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tb1MlJCY5g
poster
KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
[ "Jing-Cheng Pang", "Si-Hang Yang", "Kaiyuan Li", "Jiaji Zhang", "Xiong-Hui Chen", "Nan Tang", "Yang Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tacb2bFZcm
poster
UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond
[ "Kun Zhou", "Xinyu Lin", "Zhonghang LIU", "Xiaoguang Han", "Jiangbo Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=taI8M5DiXj
poster
When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding
[ "Marah Ghoummaid", "Uri Shalit" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tZtepJBtHg
poster
2402.15898
Transductive Active Learning: Theory and Applications
[ "Jonas Hübotter", "Bhavya Sukhija", "Lenart Treven", "Yarden As", "Andreas Krause" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tZRpvLXevU
poster
2406.06079
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
[ "Victor Boutin", "Rishav Mukherji", "Aditya Agrawal", "Sabine Muzellec", "Thomas FEL", "Thomas Serre", "Rufin VanRullen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tYdR1lTWqh
poster
2406.08607
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
[ "Jiabao Ji", "Yujian Liu", "Yang Zhang", "Gaowen Liu", "Ramana Rao Kompella", "Sijia Liu", "Shiyu Chang" ]
https://huggingface.co/papers/2406.08607
[ "https://github.com/ucsb-nlp-chang/uld" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tWkL7k1u5v
poster
2408.13242
Improving Equivariant Model Training via Constraint Relaxation
[ "Stefanos Pertigkiozoglou", "Evangelos Chatzipantazis", "Shubhendu Trivedi", "Kostas Daniilidis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tVConYid20
oral
2407.08608
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision
[ "Jay Shah", "Ganesh Bikshandi", "Ying Zhang", "Vijay Thakkar", "Pradeep Ramani", "Tri Dao" ]
https://huggingface.co/papers/2407.08608
[ "https://github.com/dao-ailab/flash-attention" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tUpcRQNvVM
oral
2403.08199
Deep Submodular Peripteral Networks
[ "Gantavya Bhatt", "Arnav Mohanty Das", "Jeff Bilmes" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tUHABDZP0Q
poster
Reinforced Cross-Domain Knowledge Distillation on Time Series Data
[ "QING XU", "Min Wu", "Xiaoli Li", "Kezhi Mao", "Zhenghua Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tTpVHsqTKf
poster
SyncVIS: Synchronized Video Instance Segmentation
[ "rongkun Zheng", "Lu Qi", "Xi Chen", "Yi Wang", "Kun Wang", "Yu Qiao", "Hengshuang Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tTnFH7D1h4
poster
2405.11881
Out-of-Distribution Detection with a Single Unconditional Diffusion Model
[ "Alvin Heng", "Alexandre H. Thiery", "Harold Soh" ]
[ "https://github.com/clear-nus/diffpath" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tSWoT8ttkO
poster
2405.15384
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate
[ "Fan-Ming Luo", "Zuolin Tu", "Zefang Huang", "Yang Yu" ]
[ "https://github.com/FanmingL/Recurrent-Offpolicy-RL" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tRRWoa9e80
poster
2411.07132
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
[ "taihang Hu", "Linxuan Li", "Joost van de Weijer", "Hongcheng Gao", "Fahad Khan", "Jian Yang", "Ming-Ming Cheng", "Kai Wang", "Yaxing Wang" ]
[ "https://github.com/hutaihang/tome" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tQukGCDaNT
oral
2405.14867
Improved Distribution Matching Distillation for Fast Image Synthesis
[ "Tianwei Yin", "Michaël Gharbi", "Taesung Park", "Richard Zhang", "Eli Shechtman", "Fredo Durand", "William T. Freeman" ]
https://huggingface.co/papers/2405.14867
[ "https://github.com/tianweiy/DMD2" ]
[ "vilarin/dmd2", "scooter1215/tianweiy-DMD2" ]
[ "tianweiy/DMD2", "thuanz123/swiftbrush" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tPgagXpvcV
oral
2402.12269
Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss
[ "Paul KRZAKALA", "Junjie Yang", "Rémi Flamary", "Florence d'Alché-Buc", "Charlotte Laclau", "Matthieu Labeau" ]
[ "https://github.com/KrzakalaPaul/Any2Graph" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tPdJ2qHkOB
poster
2404.12253
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
[ "Ye Tian", "Baolin Peng", "Linfeng Song", "Lifeng Jin", "Dian Yu", "Lei Han", "Haitao Mi", "Dong Yu" ]
https://huggingface.co/papers/2404.12253
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tOXoQPRzPL
poster
2406.07550
An Image is Worth 32 Tokens for Reconstruction and Generation
[ "Qihang Yu", "Mark Weber", "Xueqing Deng", "Xiaohui Shen", "Daniel Cremers", "Liang-Chieh Chen" ]
https://huggingface.co/papers/2406.07550
[ "https://github.com/bytedance/1d-tokenizer" ]
[ "fun-research/TiTok", "yucornetto/RAR" ]
[ "fun-research/TiTok" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tNhwg9U767
poster
2402.11821
Microstructures and Accuracy of Graph Recall by Large Language Models
[ "Yanbang Wang", "Hejie Cui", "Jon Kleinberg" ]
[ "https://github.com/abel0828/llm-graph-recall" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tN0xnYPLt6
poster
TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge
[ "Huanan LI", "Juntao Guan", "Lai Rui", "Sijun Ma", "Lin Gu", "Zhangming Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tLXgzQ5WZl
poster
2410.20030
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
[ "Xuanchi Ren", "Yifan Lu", "hanxue liang", "Jay Zhangjie Wu", "Huan Ling", "Mike Chen", "Sanja Fidler", "Francis Williams", "Jiahui Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tLWoxftJVh
poster
2407.00623
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness
[ "Yiquan Li", "Zhongzhu Chen", "Kun Jin", "Jiongxiao Wang", "Jiachen Lei", "Bo Li", "Chaowei Xiao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tKuLgnDWWN
poster
SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
[ "DONGQI CAI", "Shangguang Wang", "Zeling Zhang", "Felix Xiaozhu Lin", "Mengwei Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tJGX7tpGO8
poster
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective
[ "Jialu Li", "Yu Wang", "Pengfei Zhu", "Wanyu Lin", "Qinghua Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tIzW3l2uaN
poster
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
[ "Yiyue Li", "Shaoting Zhang", "Kang Li", "Qicheng Lao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tGozvLTDY3
poster
2411.08373
DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization
[ "Yueming Xu", "Haochen Jiang", "Zhongyang Xiao", "Jianfeng Feng", "Li Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tGDUDKirAy
poster
Verified Safe Reinforcement Learning for Neural Network Dynamic Models
[ "Junlin Wu", "Huan Zhang", "Yevgeniy Vorobeychik" ]
[ "https://github.com/jlwu002/vsrl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tFB5SsabVb
poster
2410.14030
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
[ "Giangiacomo Mercatali", "Andre Freitas", "Jie Chen" ]
[ "https://github.com/gmerca/gneuralflow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tEEpVPDaRf
poster
2404.04243
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
[ "Sangwon Jang", "Jaehyeong Jo", "Kimin Lee", "Sung Ju Hwang" ]
https://huggingface.co/papers/2404.04243
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tDvFa5OJyS
poster
2411.01036
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
[ "Jonathan Wenger", "Kaiwen Wu", "Philipp Hennig", "Jacob R. Gardner", "Geoff Pleiss", "John Patrick Cunningham" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tDMTwto6jv
poster
SEL-BALD: Deep Bayesian Active Learning for Selective Labeling with Instance Rejection
[ "Ruijiang Gao", "Mingzhang Yin", "Maytal Saar-Tsechansky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tCf7S75xFa
poster
2409.13876
Physics-Informed Variational State-Space Gaussian Processes
[ "Oliver Hamelijnck", "Arno Solin", "Theodoros Damoulas" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tBRNC6YemY
poster
2305.15334
Gorilla: Large Language Model Connected with Massive APIs
[ "Shishir G Patil", "Tianjun Zhang", "Xin Wang", "Joseph E. Gonzalez" ]
https://huggingface.co/papers/2305.15334
[ "https://github.com/ShishirPatil/gorilla" ]
[ "gorilla-llm/gorilla-demo", "zou-code/gorilla-llm-gorilla-7b-hf-delta-v0", "Sharathhebbar24/Open-LLM", "smjain/gorilla-demo", "Metzkertravis5/gorilla-llm-gorilla-mpt-7b-hf-v0", "jatin-tech/gorilla-llm-gorilla-7b-hf-delta-v0", "HashbrownKazang/Go-rilla", "aihubs/gorilla-llm-gorilla-mpt-7b-hf-v0", "goridge/gorilla-llm-gorilla-7b-hf-delta-v0", "mahad08/gorilla-llm-gorilla-falcon-7b-hf-v0", "SlimeAI/gorilla-llm-gorilla-7b-hf-delta-v1", "Alsubhan/gorilla-llm-gorilla-7b-hf-delta-v0", "buddahburns/gorilla-llm-gorilla-falcon-7b-hf-v0" ]
[ "gorilla-llm/gorilla-7b-hf-delta-v0", "TheBloke/gorilla-7B-GGML", "gorilla-llm/gorilla-falcon-7b-hf-v0", "TheBloke/gorilla-7B-GPTQ", "gorilla-llm/gorilla-7b-hf-delta-v1", "gorilla-llm/gorilla-mpt-7b-hf-v0", "TheBloke/gorilla-7B-fp16", "gorilla-llm/gorilla-7b-tf-delta-v0", "gorilla-llm/gorilla-7b-th-delta-v0", "TheBloke/gorilla-7B-GGUF", "TheBloke/gorilla-7B-AWQ" ]
[ "gorilla-llm/APIBench", "eitanturok/API-Bench" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tAlMAcqK9s
poster
Optimal Algorithms for Augmented Testing of Discrete Distributions
[ "Maryam Aliakbarpour", "Piotr Indyk", "Ronitt Rubinfeld", "Sandeep Silwal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=tAOg1HdvGy
poster
2306.10050
Interpolating Item and User Fairness in Multi-Sided Recommendations
[ "Qinyi Chen", "Jason Cheuk Nam Liang", "Negin Golrezaei", "Djallel Bouneffouf" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=t9gNEhreht
poster
2403.06952
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
[ "Jialu Li", "Jaemin Cho", "Yi-Lin Sung", "Jaehong Yoon", "Mohit Bansal" ]
https://huggingface.co/papers/2403.06952
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=t8iosEWoyd
poster
2402.18591
Stochastic contextual bandits with graph feedback: from independence number to MAS number
[ "Yuxiao Wen", "Yanjun Han", "Zhengyuan Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=t7wvJstsiV
poster
2411.02433
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
[ "Jianyi Zhang", "Da-Cheng Juan", "Cyrus Rashtchian", "Chun-Sung Ferng", "Heinrich Jiang", "Yiran Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=t7euV5dl5M
oral
2406.04308
Approximation-Aware Bayesian Optimization
[ "Natalie Maus", "Kyurae Kim", "David Eriksson", "Geoff Pleiss", "John Patrick Cunningham", "Jacob R. Gardner" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=t7SGOv5W5z
poster
2407.09522
UQE: A Query Engine for Unstructured Databases
[ "Hanjun Dai", "Bethany Yixin Wang", "Xingchen Wan", "Bo Dai", "Sherry Yang", "Azade Nova", "Pengcheng Yin", "Phitchaya Mangpo Phothilimthana", "Charles Sutton", "Dale Schuurmans" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=t4VwoIYBf0
poster
2402.16349
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
[ "Tianjiao Luo", "Tim Pearce", "Huayu Chen", "Jianfei Chen", "Jun Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=t3BhmwAzhv
poster
2312.08168
Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers
[ "Haifeng Huang", "Yilun Chen", "Zehan Wang", "Rongjie Huang", "Runsen Xu", "Tai Wang", "Luping Liu", "Xize Cheng", "Yang Zhao", "Jiangmiao Pang", "Zhou Zhao" ]
https://huggingface.co/papers/2312.08168
[ "https://github.com/chat-3d/chat-3d-v2" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sy7eSEXdPC
poster
Multi-LLM Debate: Framework, Principals, and Interventions
[ "Andrew Estornell", "Yang Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sy2SmstDOB
poster
UniFL: Improve Latent Diffusion Model via Unified Feedback Learning
[ "Jiacheng Zhang", "Jie Wu", "Yuxi Ren", "Xin Xia", "Huafeng Kuang", "Pan Xie", "Jiashi Li", "Xuefeng Xiao", "Weilin Huang", "Shilei Wen", "Lean Fu", "Guanbin Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=swp3lPDmZe
poster
2410.20017
Off-Policy Selection for Initiating Human-Centric Experimental Design
[ "Ge Gao", "Xi Yang", "Qitong Gao", "Song Ju", "Miroslav Pajic", "Min Chi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=suYAAOI5bd
poster
2410.05465
On the Expressive Power of Tree-Structured Probabilistic Circuits
[ "Lang Yin", "Han Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=stY80vVBS8
poster
2311.13006
Learning-Augmented Dynamic Submodular Maximization
[ "Arpit Agarwal", "Eric Balkanski" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=stXtBqyTWX
poster
Toward Efficient Inference for Mixture of Experts
[ "Haiyang Huang", "Newsha Ardalani", "Anna Sun", "Liu Ke", "Shruti Bhosale", "Hsien-Hsin S. Lee", "Carole-Jean Wu", "Benjamin Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=srQxkSPJLW
poster
2410.16707
DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
[ "Zhixiong Nan", "Xianghong Li", "Tao Xiang", "Jifeng Dai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=spwE9sLrfg
poster
2406.03003
Verified Code Transpilation with LLMs
[ "Sahil Bhatia", "Jie Qiu", "Niranjan Hasabnis", "Sanjit A. Seshia", "Alvin Cheung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=sp8wHIsnu9
poster
2411.06722
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
[ "Yeming Wen", "Swarat Chaudhuri" ]
[ "" ]
[]
[]
[]
NeurIPS2024