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Improved Guarantees for Fully Dynamic k-Center Clustering with Outliers in General Metric Spaces
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Leveraging Separated World Model for Exploration in Visually Distracted Environments
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CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics
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ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
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SaulLM-54B SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
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Enhancing LLM Reasoning via Vision-Augmented Prompting
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Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems
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Understanding Bias in Large-Scale Visual Datasets
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Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
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SlimGPT: Layer-wise Structured Pruning for Large Language Models
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CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment
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You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection
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Unsupervised Discovery of Formulas for Mathematical Constants
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[
"Tongle Wu",
"Ying Sun"
] |
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
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[
"Weichao Yang",
"Hongwei Shi",
"Xu Guo",
"Changliang Zou"
] |
Robust group and simultaneous inferences for high-dimensional single index model
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[
"Bonwoo Lee",
"Jeongyoun Ahn",
"Cheolwoo Park"
] |
Differential Privacy in Scalable General Kernel Learning via K-means Nyström Random Features
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[
"Yibo Wang",
"Sijia Chen",
"Wei Jiang",
"Wenhao Yang",
"Yuanyu Wan",
"Lijun Zhang"
] |
Online Composite Optimization Between Stochastic and Adversarial Environments
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https://openreview.net/forum?id=Ma0993KZlq
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oral
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[
"Vasilis Kontonis",
"Mingchen Ma",
"Christos Tzamos"
] |
Active Classification with Few Queries under Misspecification
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[
"Cheonjun Park",
"Mincheol Park",
"Hyunchan Moon",
"Myung Kuk Yoon",
"Seokjin Go",
"Suhyun Kim",
"Won Woo Ro"
] |
DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
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| null |
[
"Yanping Fu",
"Wenbin Liao",
"Xinyuan Liu",
"Hang Xu",
"Yike Ma",
"Yucheng Zhang",
"Feng Dai"
] |
TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
| null |
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https://openreview.net/forum?id=MXze4H7opg
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NaT
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https://github.com/andyjm3/SLTrain
|
[
"Andi Han",
"Jiaxiang Li",
"Wei Huang",
"Mingyi Hong",
"Akiko Takeda",
"Pratik Jawanpuria",
"Bamdev Mishra"
] |
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
| 24 |
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[
"Ju-Sheng Hong",
"Junwen Yao",
"Jonas Mueller",
"Jane-Ling Wang"
] |
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
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https://openreview.net/forum?id=MXOzgjlWDF
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NaT
| null |
[
"Arijit Sehanobish",
"Kumar Avinava Dubey",
"Krzysztof Marcin Choromanski",
"Somnath Basu Roy Chowdhury",
"Deepali Jain",
"Vikas Sindhwani",
"Snigdha Chaturvedi"
] |
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning
| null |
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https://openreview.net/forum?id=MU27zjHBcW
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NaT
| null |
[
"Zeyuan Wang",
"Keyan Ding",
"Ming Qin",
"Xiaotong Li",
"Xiang Zhuang",
"Yu Zhao",
"Jianhua Yao",
"Qiang Zhang",
"Huajun Chen"
] |
DePLM: Denoising Protein Language Models for Property Optimization
| null |
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https://openreview.net/forum?id=MPidsCd9e7
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NaT
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[
"David Woodruff",
"Samson Zhou"
] |
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
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https://openreview.net/forum?id=MP7j58lbWO
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NaT
| null |
[
"Lei Ding",
"Yang Hu",
"Nicole Denier",
"Enze Shi",
"Junxi Zhang",
"Qirui Hu",
"Karen D. Hughes",
"Linglong Kong",
"Bei Jiang"
] |
Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
| null |
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https://openreview.net/forum?id=MJgMMqMDu4
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NaT
| null |
[
"Jie Ji",
"Gen Li",
"Jingjing Fu",
"Fatemeh Afghah",
"Linke Guo",
"Xiaoyong Yuan",
"Xiaolong Ma"
] |
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training
| null |
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https://openreview.net/forum?id=MFKfm5scHi
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NaT
| null |
[
"Anna Arutyunova",
"Jan Eube",
"Heiko Röglin",
"Melanie Schmidt",
"Sarah Sturm",
"Julian Wargalla"
] |
Approximately Pareto-optimal Solutions for Bi-Objective k-Clustering
| null |
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https://openreview.net/forum?id=MDpIQ9hQ7H
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NaT
| null |
[
"Pusen Dong",
"Tianchen Zhu",
"Yue Qiu",
"Haoyi Zhou",
"Jianxin Li"
] |
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
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https://openreview.net/forum?id=M5D5rMwLjj
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NaT
| null |
[
"Seongwoong Cho",
"Donggyun Kim",
"Jinwoo Lee",
"Seunghoon Hong"
] |
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
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https://openreview.net/forum?id=M1PRU0x1Iz
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NaT
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[
"Minui Hong",
"Junhyeog Yun",
"Insu Jeon",
"Gunhee Kim"
] |
FedAvP: Augment Local Data via Shared Policy in Federated Learning
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NaT
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[
"Shuguang Yu",
"Shuxing Fang",
"Ruixin Peng",
"Zhengling Qi",
"Fan Zhou",
"Chengchun Shi"
] |
Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning
| null |
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NaT
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[
"XiaoPeng Yu",
"Jiechuan Jiang",
"Zongqing Lu"
] |
Opponent Modeling based on Subgoal Inference
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https://openreview.net/forum?id=LpXV29Ggl3
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NaT
| null |
[
"Minjong Yoo",
"Jinwoo Jang",
"Wei-Jin Park",
"Honguk Woo"
] |
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
| null |
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https://openreview.net/forum?id=Li2rpRZWjy
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| null |
[
"Anna Mészáros",
"Szilvia Ujváry",
"Wieland Brendel",
"Patrik Reizinger",
"Ferenc Huszár"
] |
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
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NaT
| null |
[
"Ruihan Guo",
"Rui Wang",
"Ruidong Wu",
"Zhizhou Ren",
"Jiahan Li",
"Shitong Luo",
"Zuofan Wu",
"qiang liu",
"Jian Peng",
"Jianzhu Ma"
] |
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
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https://openreview.net/forum?id=LfC5rujSTk
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| null |
[
"Yinlin Deng",
"Chunqiu Steven Xia",
"Zhezhen Cao",
"Meiziniu Li",
"LINGMING ZHANG"
] |
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
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https://openreview.net/forum?id=LezAEImfoc
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[
"Dailing Zhang",
"Shiyu Hu",
"Xiaokun Feng",
"Xuchen Li",
"Meiqi Wu",
"Jing Zhang",
"Kaiqi Huang"
] |
Beyond Accuracy: Tracking more like Human via Visual Search
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https://openreview.net/forum?id=Lc8gemv97Y
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[
"Maorong Wang",
"Nicolas Michel",
"Jiafeng Mao",
"Toshihiko Yamasaki"
] |
Dealing with Synthetic Data Contamination in Online Continual Learning
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[
"Gaurang Sriramanan",
"Siddhant Bharti",
"Vinu Sankar Sadasivan",
"Shoumik Saha",
"Priyatham Kattakinda",
"Soheil Feizi"
] |
LLM-Check: Investigating Detection of Hallucinations in Large Language Models
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"Georgios Mentzelopoulos",
"Evangelos Chatzipantazis",
"Ashwin G Ramayya",
"Michelle Hedlund",
"Vivek Buch",
"Kostas Daniilidis",
"Konrad Kording",
"Flavia Vitale"
] |
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects
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[
"Haixin Zhong",
"Mingyi Huang",
"Wei P Dai",
"Haoyu Wang",
"Anna Wang Roe",
"yuguo yu"
] |
Visual Pinwheel Center Act as Geometric Saliency Detector
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https://openreview.net/forum?id=LLuSjg59an
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[
"Suzanna Sia",
"David Mueller",
"Kevin Duh"
] |
Where does In-context Learning
Happen in Large Language Models?
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[
"Yifei Li",
"Yuchen Sun",
"Pingchuan Ma",
"Eftychios Sifakis",
"Tao Du",
"Bo Zhu",
"Wojciech Matusik"
] |
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
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[
"Lingxiang Jia",
"Yuchen Ying",
"Zunlei Feng",
"Zipeng Zhong",
"Shaolun Yao",
"Jiacong Hu",
"Mingjiang Duan",
"Xingen Wang",
"Jie Song",
"Mingli Song"
] |
Association Pattern-aware Fusion for Biological Entity Relationship Prediction
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[
"Bavesh Balaji",
"Jerrin Bright",
"Yuhao Chen",
"Sirisha Rambhatla",
"John S. Zelek",
"David Anthony Clausi"
] |
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
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[
"William Qian",
"Jacob A Zavatone-Veth",
"Benjamin Samuel Ruben",
"Cengiz Pehlevan"
] |
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics
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[
"Xinyi Yu",
"Haonan Jiang",
"Li Zhang",
"Lin Yuanbo Wu",
"Linlin Ou",
"Liu Liu"
] |
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
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https://openreview.net/forum?id=L86glqNCUj
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[
"Javier Maass Martínez",
"Joaquin Fontbona"
] |
Symmetries in Overparametrized Neural Networks: A Mean Field View
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"Dominik Kloepfer",
"Joao F. Henriques",
"Dylan Campbell"
] |
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
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[
"Julien Pourcel",
"Cédric Colas",
"Gaia Molinaro",
"Pierre-Yves Oudeyer",
"Laetitia Teodorescu"
] |
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
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[
"Adrian Bulat",
"Yassine Ouali",
"Georgios Tzimiropoulos"
] |
QBB: Quantization with Binary Bases for LLMs
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[
"Yuwu Lu",
"Haoyu Huang",
"Xue Hu"
] |
Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation
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| null |
[
"Tian Qiu",
"Chenchao Gao",
"Zunlei Feng",
"Jie Lei",
"Bingde Hu",
"Xingen Wang",
"Yi Gao",
"Mingli Song"
] |
Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
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https://github.com/jieyibi/pip-constraint
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[
"Jieyi Bi",
"Yining Ma",
"Jianan Zhou",
"Wen Song",
"Zhiguang Cao",
"Yaoxin Wu",
"Jie Zhang"
] |
Learning to Handle Complex Constraints for Vehicle Routing Problems
| 15 |
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[
"Wenjing Yan",
"Xuanyu Cao"
] |
Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions
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[
"Hao Phung",
"Quan Dao",
"Trung Tuan Dao",
"Hoang Phan",
"Dimitris N. Metaxas",
"Anh Tuan Tran"
] |
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
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[
"Zixiang Chen",
"Huizhuo Yuan",
"Yongqian Li",
"Yiwen Kou",
"Junkai Zhang",
"Quanquan Gu"
] |
Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
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[
"Changlong Wu",
"Ananth Grama",
"Wojciech Szpankowski"
] |
Information-theoretic Limits of Online Classification with Noisy Labels
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[
"Jie Shao",
"Ke Zhu",
"Hanxiao Zhang",
"Jianxin Wu"
] |
DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge
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[
"Baiting Chen",
"Zhimei Ren",
"Lu Cheng"
] |
Conformalized Time Series with Semantic Features
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https://github.com/sophiezheng998/ali-agent
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[
"Jingnan Zheng",
"Han Wang",
"An Zhang",
"Tai D. Nguyen",
"Jun Sun",
"Tat-Seng Chua"
] |
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
| 11 |
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NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=KYHVBsEHuC
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Abdullah Bin Jasni",
"Akiko Manada",
"Kohei Watabe"
] |
DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=KXUijdMFdG
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Takanori Maehara",
"Hoang NT"
] |
Deep Homomorphism Networks
| null |
|||
NeurIPS.cc/2024/Conference
|
https://openreview.net/forum?id=KT6F5Sw0eg
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Taehyeon Kim",
"Ananda Theertha Suresh",
"Kishore A Papineni",
"Michael Riley",
"Sanjiv Kumar",
"Adrian Benton"
] |
Accelerating Blockwise Parallel Language Models with Draft Refinement
| null |
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