Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m8MElyzuwp
poster
Fetch and Forge: Efficient Dataset Condensation for Object Detection
[ "Ding Qi", "Jian Li", "Jinlong Peng", "Bo Zhao", "Shuguang Dou", "Jialin Li", "Jiangning Zhang", "Yabiao Wang", "Chengjie Wang", "Cairong Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m6pVpdIN0y
oral
2401.10809
Neglected Hessian component explains mysteries in sharpness regularization
[ "Yann Dauphin", "Atish Agarwala", "Hossein Mobahi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m5dyKArVn8
poster
2411.00328
How many classifiers do we need?
[ "Hyunsuk Kim", "Liam Hodgkinson", "Ryan Theisen", "Michael W. Mahoney" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m5CAnUui0Z
poster
2312.00923
Label Delay in Online Continual Learning
[ "Botos Csaba", "Wenxuan Zhang", "Matthias Müller", "Ser-Nam Lim", "Philip Torr", "Adel Bibi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m5106RRLgx
poster
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
[ "Lingjiao Chen", "Jared Quincy Davis", "Boris Hanin", "Peter Bailis", "Ion Stoica", "Matei Zaharia", "James Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m4ZcDrVvid
poster
2410.20596
Practical Bayesian Algorithm Execution via Posterior Sampling
[ "Chu Xin Cheng", "Raul Astudillo", "Thomas Desautels", "Yisong Yue" ]
[ "https://github.com/RaulAstudillo06/PSBAX" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m4NI2yIwJA
poster
Deep Graph Mating
[ "Yongcheng Jing", "Seok-Hee Hong", "Dacheng Tao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m2DaXpCoIi
poster
Practical Shuffle Coding
[ "Julius Kunze", "Daniel Severo", "Jan-Willem van de Meent", "James Townsend" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m296WJXyzQ
poster
Scanning Trojaned Models Using Out-of-Distribution Samples
[ "Hossein Mirzaei", "Ali Ansari", "Bahar Dibaei Nia", "Mojtaba Nafez", "Moein Madadi", "Sepehr Rezaee", "Zeinab Sadat Taghavi", "Arad Maleki", "Kian Shamsaie", "Mahdi Hajialilue", "Jafar Habibi", "Mohammad Sabokrou", "Mohammad Hossein Rohban" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m1a4CrRJR7
oral
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
[ "Jin Zhang", "Ze Liu", "Defu Lian", "Enhong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m1PVjNHvtP
poster
2409.17500
GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent
[ "Hongtai Zeng", "Chao Yang", "Yanzhen Zhou", "Cheng Yang", "Qinglai Guo" ]
[ "https://github.com/huntertracer/glinsat" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m0jZUvlKl7
poster
2410.24178
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
[ "Xiayan Ji", "Anton Xue", "Eric Wong", "Oleg Sokolsky", "Insup Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=m0DS4OOmSY
poster
2410.18785
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
[ "Qi Li", "Xiang Liu", "Zhenheng Tang", "Peijie Dong", "Zeyu Li", "Xinglin Pan", "Xiaowen Chu" ]
https://huggingface.co/papers/2410.18785
[ "https://github.com/lqinfdim/editingevaluation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lzfzjYuWgY
poster
Do LLMs Build World Representations? Probing Through the Lens of State Abstraction
[ "Zichao Li", "Yanshuai Cao", "Jackie CK Cheung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lxuXvJSOcP
poster
2410.22461
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
[ "Gyusam Chang", "Jiwon Lee", "Donghyun Kim", "Jinkyu Kim", "Dongwook Lee", "Daehyun Ji", "Sujin Jang", "Sangpil Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lxhoVDf1Sw
poster
2410.02430
Predictive Attractor Models
[ "Ramy Mounir", "Sudeep Sarkar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lxSmLxlVks
poster
2409.17372
Search for Efficient Large Language Models
[ "Xuan Shen", "Pu Zhao", "Yifan Gong", "Zhenglun Kong", "Zheng Zhan", "Yushu Wu", "Ming Lin", "Chao Wu", "Xue Lin", "Yanzhi Wang" ]
https://huggingface.co/papers/2409.17372
[ "https://github.com/shawnricecake/search-llm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lwpfH9wVkO
poster
2202.05560
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound
[ "Reuben Adams", "John Shawe-Taylor", "Benjamin Guedj" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lvibangnAs
poster
2402.02518
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
[ "Cai Zhou", "Xiyuan Wang", "Muhan Zhang" ]
https://huggingface.co/papers/2402.02518
[ "https://github.com/zhouc20/latentgraphdiffusion" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lvcWA24dxB
poster
2405.13557
MotionCraft: Physics-Based Zero-Shot Video Generation
[ "Antonio Montanaro", "Luca Savant Aira", "Emanuele Aiello", "Diego Valsesia", "Enrico Magli" ]
https://huggingface.co/papers/2405.13557
[ "https://github.com/mezzelfo/MotionCraft" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lvS2b8CjG5
poster
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
[ "Guangyu Wang", "Wenchao Liu", "Yuhong He", "Cong Xu", "Lin Ma", "Haifeng Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=luQiVmnviX
poster
2405.20612
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation
[ "Hanzhang Zhou", "Zijian Feng", "Zixiao Zhu", "Junlang Qian", "Kezhi Mao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ltnDg0EzF9
oral
2405.21074
Latent Intrinsics Emerge from Training to Relight
[ "Xiao Zhang", "William Gao", "Seemandhar Jain", "Michael Maire", "David Forsyth", "Anand Bhattad" ]
https://huggingface.co/papers/2405.21074
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lsd27JUJ8v
poster
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
[ "Hongming Zhang", "Chenjun Xiao", "Chao Gao", "Han Wang", "bo xu", "Martin Müller" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lrSrJZZCle
poster
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
[ "Ziquan OU", "Zijun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lpxdG0hk4H
poster
ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
[ "Quanwei Yang", "Jiazhi Guan", "Kaisiyuan Wang", "Lingyun Yu", "Wenqing Chu", "Hang Zhou", "ZhiQiang Feng", "Haocheng Feng", "Errui Ding", "Jingdong Wang", "Hongtao Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lpXDZKiAnt
poster
2402.01109
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack
[ "Tiansheng Huang", "Sihao Hu", "Ling Liu" ]
https://huggingface.co/papers/2402.01109
[ "https://github.com/git-disl/vaccine" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lpFDhC91Oj
poster
Black-Box Forgetting
[ "Yusuke Kuwana", "Yuta Goto", "Takashi Shibata", "Go Irie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=loQCk0qruU
poster
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
[ "Deep Shankar Pandey", "Spandan Pyakurel", "Qi Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=loMa99A4p8
oral
2312.13236
Diffusion Models With Learned Adaptive Noise
[ "Subham Sekhar Sahoo", "Aaron Gokaslan", "Christopher De Sa", "Volodymyr Kuleshov" ]
https://huggingface.co/papers/2312.13236
[ "https://github.com/s-sahoo/mulan" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lmsCSDymEP
poster
2410.20155
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models
[ "Liulei Li", "Wenguan Wang", "Yi Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=llTroju97T
poster
2405.20348
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
[ "Shengchao Chen", "Guodong Long", "Jing Jiang", "Chengqi Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lkx3OpcqSZ
poster
2405.18886
Compressing Large Language Models using Low Rank and Low Precision Decomposition
[ "Rajarshi Saha", "Naomi Sagan", "Varun Srivastava", "Andrea Goldsmith", "Mert Pilanci" ]
[ "https://github.com/pilancilab/caldera" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=liHe9iumIi
poster
2411.02229
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
[ "Ruihong Yin", "Vladimir Yugay", "Yue Li", "Sezer Karaoglu", "Theo Gevers" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lhlIUxD5eE
poster
2405.13629
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
[ "Chen-Hao Chao", "Chien Feng", "Wei-Fang Sun", "Cheng-Kuang Lee", "Simon See", "Chun-Yi Lee" ]
[ "https://github.com/ChienFeng-hub/meow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lgtsXxk4dF
poster
2409.10908
Clustering with Non-adaptive Subset Queries
[ "Hadley Black", "Euiwoong Lee", "Arya Mazumdar", "Barna Saha" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lfxIASyLxB
oral
2402.11639
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness
[ "Liam Collins", "Advait U Parulekar", "Aryan Mokhtari", "sujay sanghavi", "Sanjay Shakkottai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lflwtGE6Vf
poster
(FL)^2: Overcoming Few Labels in Federated Semi-Supervised Learning
[ "Seungjoo Lee", "Thanh-Long V. Le", "Jaemin Shin", "Sung-Ju Lee" ]
[ "https://github.com/seungjoo-ai/FLFL-NeurIPS24" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lfY0SUT3m9
poster
2410.22297
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
[ "Quoc Tran-Dinh", "Trang H. Tran", "Lam M. Nguyen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=leqD3bJ4Ly
poster
OPEL: Optimal Transport Guided ProcedurE Learning
[ "Sayeed Shafayet Chowdhury", "Soumyadeep Chandra", "Kaushik Roy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=leeosk2RAM
poster
2405.14554
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge
[ "Chuanhao Li", "Zhen Li", "Chenchen Jing", "Shuo Liu", "Wenqi Shao", "Yuwei Wu", "Ping Luo", "Yu Qiao", "Kaipeng Zhang" ]
https://huggingface.co/papers/2405.14554
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ldvfaYzG35
poster
Pedestrian-Centric 3D Pre-collision Pose and Shape Estimation from Dashcam Perspective
[ "MeiJun Wang", "Yu Meng", "Zhongwei Qiu", "Chao Zheng", "Yan Xu", "Pengxiaorui", "Jian Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ldXyNSvXEr
poster
2405.10302
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
[ "Jiawei Ge", "Debarghya Mukherjee", "Jianqing Fan" ]
[ "https://github.com/jiaweige0416/pi-with-shift" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lckAdnVzsT
poster
Coherent 3D Scene Diffusion From a Single RGB Image
[ "Manuel Dahnert", "Angela Dai", "Norman Müller", "Matthias Nießner" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lcALCNF2qe
oral
2407.00382
Towards Universal Mesh Movement Networks
[ "Mingrui Zhang", "Chunyang Wang", "Stephan C. Kramer", "Joseph Gregory Wallwork", "Siyi Li", "Jiancheng Liu", "Xiang Chen", "Matthew D Piggott" ]
https://huggingface.co/papers/2407.00382
[ "https://github.com/mesh-adaptation/um2n" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lbSI1j8m6p
poster
2403.04086
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records
[ "Suhan Cui", "Prasenjit Mitra" ]
[ "https://github.com/sh-src/autodp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lbLC5OV9GY
poster
2403.09429
VISA: Variational Inference with Sequential Sample-Average Approximations
[ "Heiko Zimmermann", "Christian A. Naesseth", "Jan-Willem van de Meent" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lZY9u0ijP7
poster
2312.11462
Cascade Speculative Drafting for Even Faster LLM Inference
[ "Ziyi Chen", "Xiaocong Yang", "Jiacheng Lin", "Chenkai Sun", "Kevin Chang", "Jie Huang" ]
https://huggingface.co/papers/2312.11462
[ "https://github.com/lfsszd/cs-drafting" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lZJ0WYI5YC
poster
2408.05839
Deep Learning in Medical Image Registration: Magic or Mirage?
[ "Rohit Jena", "Deeksha Sethi", "Pratik Chaudhari", "James Gee" ]
[ "https://github.com/rohitrango/Magic-or-Mirage" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lYdjzx3DYu
oral
2405.17461
EMR-Merging: Tuning-Free High-Performance Model Merging
[ "Chenyu Huang", "Peng Ye", "Tao Chen", "Tong He", "Xiangyu Yue", "Wanli Ouyang" ]
[ "https://github.com/harveyhuang18/emr_merging" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lYPAYmfQqm
poster
2407.10005
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
[ "Yingcong Li", "Ankit Singh Rawat", "Samet Oymak" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lWYwZklSvg
poster
Full-Distance Evasion of Pedestrian Detectors in the Physical World
[ "Zhi Cheng", "Zhanhao Hu", "Yuqiu Liu", "Jianmin Li", "Hang Su", "Xiaolin Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lWHe7pmk7C
poster
2406.08300
From Chaos to Clarity: 3DGS in the Dark
[ "Zhihao Li", "Yufei Wang", "Alex Kot", "Bihan Wen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lW2zYQm0ox
poster
Accelerated Regularized Learning in Finite N-Person Games
[ "Kyriakos Lotidis", "Angeliki Giannou", "Panayotis Mertikopoulos", "Nicholas Bambos" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lV4kTHTgpJ
oral
2411.06710
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
[ "Chaeyun Jang", "Hyungi Lee", "Jungtaek Kim", "Juho Lee" ]
[ "https://github.com/chaeyoon-jang/bomf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lV1wGHKd5x
poster
2405.17615
Listenable Maps for Zero-Shot Audio Classifiers
[ "Francesco Paissan", "Luca Della Libera", "Mirco Ravanelli", "Cem Subakan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lT3oc04mDp
poster
Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exiting
[ "Fangcheng Liu", "Yehui Tang", "Zhenhua Liu", "Yunsheng Ni", "Duyu Tang", "Kai Han", "Yunhe Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lS9e36lkxG
poster
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
[ "Ruoxue Liu", "Linjiajie Fang", "Wenjia Wang", "Bingyi Jing" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lQ45aR8L7D
poster
Order-Independence Without Fine Tuning
[ "Reid McIlroy-Young", "Katrina Brown", "Conlan Olson", "Linjun Zhang", "Cynthia Dwork" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lPTWdyIY4O
poster
2407.07655
The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networks
[ "Simon Mataigne", "Johan Mathe", "Sophia Sanborn", "Christopher Hillar", "Nina Miolane" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lPDxPVS6ix
poster
SPEAR: Exact Gradient Inversion of Batches in Federated Learning
[ "Dimitar Iliev Dimitrov", "Maximilian Baader", "Mark Niklas Mueller", "Martin Vechev" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lOdBHkqzRH
poster
2405.16564
Contextual Linear Optimization with Bandit Feedback
[ "Yichun Hu", "Nathan Kallus", "Xiaojie Mao", "Yanchen Wu" ]
[ "https://github.com/CausalML/CLOBandit" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lOV9kSX3Uo
poster
2407.14839
Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition
[ "Shihong Ding", "Long Yang", "Luo Luo", "Cong Fang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lOMHt16T8R
poster
2406.04331
PaCE: Parsimonious Concept Engineering for Large Language Models
[ "Jinqi Luo", "Tianjiao Ding", "Kwan Ho Ryan Chan", "Darshan Thaker", "Aditya Chattopadhyay", "Chris Callison-Burch", "Rene Vidal" ]
[ "https://github.com/peterljq/parsimonious-concept-engineering" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lNCsyA5uS1
poster
2404.11833
Thought of Search: Planning with Language Models Through The Lens of Efficiency
[ "Michael Katz", "Harsha Kokel", "Kavitha Srinivas", "Shirin Sohrabi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lKnl4CLhhS
poster
2410.01091
Efficient and Private Marginal Reconstruction with Local Non-Negativity
[ "Brett Mullins", "Miguel Fuentes", "Yingtai Xiao", "Daniel Kifer", "Cameron N Musco", "Daniel Sheldon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lJuQxkDbDo
poster
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
[ "Shangshang Yang", "Mingyang Chen", "Ziwen Wang", "Xiaoshan Yu", "Panpan Zhang", "Haiping Ma", "Xingyi Zhang" ]
[ "https://github.com/bimk/intelligent-education" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lIH6oCdppg
poster
2405.18781
On the Role of Attention Masks and LayerNorm in Transformers
[ "Xinyi Wu", "Amir Ajorlou", "Yifei Wang", "Stefanie Jegelka", "Ali Jadbabaie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lHcvjsQFQq
poster
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
[ "Seokin Seo", "Byung-Jun Lee", "Jongmin Lee", "HyeongJoo Hwang", "Hongseok Yang", "Kee-Eung Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lG1VEQJvUH
oral
2410.05499
Unitary Convolutions for Learning on Graphs and Groups
[ "Bobak Kiani", "Lukas Fesser", "Melanie Weber" ]
[ "https://github.com/Weber-GeoML/Unitary_Convolutions" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lEUle8S4xQ
poster
S^2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
[ "Xinyu Yang", "Jixuan Leng", "Geyang Guo", "Jiawei Zhao", "Ryumei Nakada", "Linjun Zhang", "Huaxiu Yao", "Beidi Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lDtABI541U
poster
Quadratic Quantum Variational Monte Carlo
[ "Baiyu Su", "qiang liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lD7ziaMHbf
poster
Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
[ "Zhihao Shu", "Xiaowei Yu", "Zihao Wu", "Wenqi Jia", "Yinchen Shi", "Miao Yin", "Tianming Liu", "Dajiang Zhu", "Wei Niu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lCj0Rvr4D6
poster
John Ellipsoids via Lazy Updates
[ "David Woodruff", "Taisuke Yasuda" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lCiqPxcyC0
poster
2410.10892
Replicable Uniformity Testing
[ "Sihan Liu", "Christopher Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lBp2cda7sp
poster
2409.19433
RMLR: Extending Multinomial Logistic Regression into General Geometries
[ "Ziheng Chen", "Yue Song", "Rui Wang", "Xiaojun Wu", "Nicu Sebe" ]
[ "https://github.com/gitzh-chen/rmlr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lBh5kuuY1L
poster
2410.20660
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
[ "Kiwoong Yoo", "Owen Oertell", "Junhyun Lee", "Sanghoon Lee", "Jaewoo Kang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=lA48H7pW3q
poster
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
[ "Qi Song", "Tianxiang Gong", "Shiqi Gao", "Haoyi Zhou", "Jianxin Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l8XnqbQYBK
poster
2410.20579
Toward Conditional Distribution Calibration in Survival Prediction
[ "Shi-ang Qi", "Yakun Yu", "Russell Greiner" ]
[ "https://github.com/shi-ang/makesurvivalcalibratedagain" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l6xVqzm72i
poster
2405.16105
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
[ "Jiangwei Weng", "Zhiqiang Yan", "Ying Tai", "Jianjun Qian", "Jian Yang", "Jun Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l6iICoILGB
poster
Practical 0.385-Approximation for Submodular Maximization Subject to a Cardinality Constraint
[ "Murad Tukan", "Loay Mualem", "Moran Feldman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l5wEQPcDab
poster
2406.01793
Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning
[ "Andreas Schlaginhaufen", "Maryam Kamgarpour" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l5SbrtvSRS
poster
2410.02396
Parameter Competition Balancing for Model Merging
[ "Guodong DU", "Junlin Lee", "Jing Li", "Runhua Jiang", "Yifei Guo", "Shuyang Yu", "Hanting Liu", "Sim Kuan Goh", "Ho-Kin Tang", "Daojing He", "Min Zhang" ]
https://huggingface.co/papers/2410.02396
[ "https://github.com/duguodong7/pcb-merging" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l2yvtrz3On
poster
Improved Sample Complexity for Multiclass PAC Learning
[ "Steve Hanneke", "Shay Moran", "Qian Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l0c1j4QvTq
poster
2405.15177
Diffusion Actor-Critic with Entropy Regulator
[ "Yinuo Wang", "Likun Wang", "Yuxuan Jiang", "Wenjun Zou", "Tong Liu", "Xujie Song", "Wenxuan Wang", "Liming Xiao", "Jiang WU", "Jingliang Duan", "Shengbo Eben Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=l04i6dPMxK
poster
2402.14585
Bandits with Abstention under Expert Advice
[ "Stephen Pasteris", "Alberto Rumi", "Maximilian Thiessen", "Shota Saito", "Atsushi Miyauchi", "Fabio Vitale", "Mark Herbster" ]
[ "https://github.com/albertorumi/contextualbanditswithabstention" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kzJ9P7VPnS
poster
2405.18784
LP-3DGS: Learning to Prune 3D Gaussian Splatting
[ "Zhaoliang Zhang", "Tianchen Song", "Yongjae Lee", "Li Yang", "Cheng Peng", "Rama Chellappa", "Deliang Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kxBsNEWB42
poster
2402.09014
Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values
[ "Aleksandr Lobanov", "Alexander Gasnikov", "Andrey Krasnov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kuCY0mW4Q3
poster
2405.15179
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
[ "Yang Li", "Shaobo Han", "Shihao Ji" ]
https://huggingface.co/papers/2405.15179
[ "https://github.com/leo-yangli/vb-lora" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ktpG37Dzh5
oral
2406.01345
BMRS: Bayesian Model Reduction for Structured Pruning
[ "Dustin Wright", "Christian Igel", "Raghavendra Selvan" ]
[ "https://github.com/saintslab/bmrs-structured-pruning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kr7eN85mIT
poster
Tell What You Hear From What You See - Video to Audio Generation Through Text
[ "Xiulong Liu", "Kun Su", "Eli Shlizerman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kqmucDKVcU
poster
2403.13117
Optimal Flow Matching: Learning Straight Trajectories in Just One Step
[ "Nikita Maksimovich Kornilov", "Petr Mokrov", "Alexander Gasnikov", "Alexander Korotin" ]
[ "https://github.com/jhomanik/optimal-flow-matching" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kq166jACVP
oral
2402.02416
Aligner: Efficient Alignment by Learning to Correct
[ "Jiaming Ji", "Boyuan Chen", "Hantao Lou", "Donghai Hong", "Borong Zhang", "Xuehai Pan", "Tianyi Qiu", "Juntao Dai", "Yaodong Yang" ]
https://huggingface.co/papers/2402.02416
[ "" ]
[]
[ "clinic-research/Aligner-Med" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kpo6ZCgVZH
poster
2410.23170
Functional Gradient Flows for Constrained Sampling
[ "Shiyue Zhang", "Longlin Yu", "Ziheng Cheng", "Cheng Zhang" ]
[ "https://github.com/ShiyueZhang66/Constrained-Functional-Gradient-Flow" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kngLs5H6l1
poster
2410.20593
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
[ "Meng Wei", "Qianyi Wu", "Jianmin Zheng", "Hamid Rezatofighi", "Jianfei Cai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=klsyhjLlX5
poster
2406.05287
Group-wise oracle-efficient algorithms for online multi-group learning
[ "Samuel Deng", "Jingwen Liu", "Daniel Hsu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=klqhrq7fvB
poster
2404.11568
On the Scalability of GNNs for Molecular Graphs
[ "Maciej Sypetkowski", "Frederik Wenkel", "Farimah Poursafaei", "Nia Dickson", "Karush Suri", "Philip Fradkin", "Dominique Beaini" ]
https://huggingface.co/papers/2404.11568
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kkmPe0rzY1
poster
2406.05405
Robust Conformal Prediction Using Privileged Information
[ "Shai Feldman", "Yaniv Romano" ]
[ "https://github.com/Shai128/pcp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kk0Eaunc58
poster
2409.17978
HydraViT: Stacking Heads for a Scalable ViT
[ "Janek Haberer", "Ali Hojjat", "Olaf Landsiedel" ]
[ "https://github.com/ds-kiel/hydravit" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=kfdEXQu6MC
oral
2405.15539
A generalized neural tangent kernel for surrogate gradient learning
[ "Luke Eilers", "Raoul-Martin Memmesheimer", "Sven Goedeke" ]
[ "" ]
[]
[]
[]
NeurIPS2024