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Hot Papers

Applications of Large Scale Foundation Models for Autonomous Driving
Yu Huang, Yue Chen, Zhu Li
2023-11-28
Gaussian Processes for Monitoring Air-Quality in Kampala
Clara Stoddart, Lauren Shrack, Richard Sserunjogi, Usman Abdul-Ganiy, Engineer Bainomugisha, Deo Okure, Ruth Misener, Jose Pablo Folch, Ruby Sedgwick
2023-11-28
An HCAI Methodological Framework: Putting It Into Action to Enable Human-Centered AI
Wei Xu, Zaifeng Gao, Marvin Dainoff
2023-11-27
Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer Detection
Reza Basiri, Milos R. Popovic, Shehroz S. Khan
2023-11-27
Characterizing Video Question Answering with Sparsified Inputs
Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson
2023-11-27
Dichotomy of Early and Late Phase Implicit Biases Can Provably Induce Grokking
Kaifeng Lyu, Jikai Jin, Zhiyuan Li, Simon S. Du, Jason D. Lee, Wei Hu
2023-11-30
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data
Daoan Zhang, Yunhao Luo, Jianguo Zhang
2023-11-30
$\mathbb{Z}_2\times \mathbb{Z}_2$ Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
Zhongtian Dong, Marçal Comajoan Cara, Gopal Ramesh Dahale, Roy T. Forestano, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu
2023-11-30
Some Intriguing Aspects about Lipschitz Continuity of Neural Networks
Grigory Khromov, Sidak Pal Singh
2023-11-30
ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders
Jefferson Hernandez, Ruben Villegas, Vicente Ordonez
2023-11-30
Variability of echo state network prediction horizon for partially observed dynamical systems
Ajit Mahata, Reetish Padhi, Amit Apte
2023-12-05
HeadGaS: Real-Time Animatable Head Avatars via 3D Gaussian Splatting
Helisa Dhamo, Yinyu Nie, Arthur Moreau, Jifei Song, Richard Shaw, Yiren Zhou, Eduardo Pérez-Pellitero
2023-12-05
Lessons from Usable ML Deployments and Application to Wind Turbine Monitoring
Alexandra Zytek, Wei-En Wang, Sofia Koukoura, Kalyan Veeramachaneni
2023-12-05
FlashAvatar: High-Fidelity Digital Avatar Rendering at 300FPS
Jun Xiang, Xuan Gao, Yudong Guo, Juyong Zhang
2023-12-03
Strahler Number of Natural Language Sentences in Comparison with Random Trees
Kumiko Tanaka-Ishii, Akira Tanaka
2023-12-06
DBCopilot: Scaling Natural Language Querying to Massive Databases
Tianshu Wang, Hongyu Lin, Xianpei Han, Le Sun, Xiaoyang Chen, Hao Wang, Zhenyu Zeng
2023-12-06
3D Brain and Heart Volume Generative Models: A Survey
Yanbin Liu, Girish Dwivedi, Farid Boussaid, Mohammed Bennamoun
2023-12-06
Learning Deep O($n$)-Equivariant Hyperspheres
Pavlo Melnyk, Michael Felsberg, Mårten Wadenbäck, Andreas Robinson, Cuong Le
2023-12-05
PROMISE: A Framework for Model-Driven Stateful Prompt Orchestration
Wenyuan Wu, Jasmin Heierli, Max Meisterhans, Adrian Moser, Andri Färber, Mateusz Dolata, Elena Gavagnin, Alexandre de Spindler, Gerhard Schwabe
2023-12-07
DeltaZip: Multi-Tenant Language Model Serving via Delta Compression
Xiaozhe Yao, Ana Klimovic
2023-12-08
PASTA: Pretrained Action-State Transformer Agents
Raphael Boige, Yannis Flet-Berliac, Arthur Flajolet, Guillaume Richard, Thomas Pierrot
2023-12-04
Adversaral Doodles: Interpretable and Human-drawable Attacks Provide Describable Insights
Ryoya Nara, Yusuke Matsui
2023-11-27
Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation
Ameya Daigavane, Song Kim, Mario Geiger, Tess Smidt
2023-11-27
Higher-Order DisCoCat (Peirce-Lambek-Montague semantics)
Alexis Toumi, Giovanni de Felice
2023-11-29
Adaptive Confidence Threshold for ByteTrack in Multi-Object Tracking
Linh Van Ma, Muhammad Ishfaq Hussain, JongHyun Park, Jeongbae Kim, Moongu Jeon
2023-12-04
Comparing Styles across Languages
Shreya Havaldar, Matthew Pressimone, Eric Wong, Lyle Ungar
2023-12-05
Automated Multimodal Data Annotation via Calibration With Indoor Positioning System
Ryan Rubel, Andrew Dudash, Mohammad Goli, James O'Hara, Karl Wunderlich
2023-12-06
From concrete mixture to structural design -- a holistic optimization procedure in the presence of uncertainties
Atul Agrawal, Erik Tamsen, Phaedon-Stelios Koutsourelakis, Joerg F. Unger
2023-12-06
Action Scene Graphs for Long-Form Understanding of Egocentric Videos
Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella
2023-12-06
Networked Multiagent Safe Reinforcement Learning for Low-carbon Demand Management in Distribution Network
Jichen Zhang, Linwei Sang, Yinliang Xu, Hongbin Sun
2023-11-27

Fresh Papers

Disentangling CO Chemistry in a Protoplanetary Disk Using Explanatory Machine Learning Techniques
Amina Diop, Ilse Cleeves, Dana Anderson, Jamila Pegues, Adele Plunkett
2023-12-08
KBFormer: A Diffusion Model for Structured Entity Completion
Ouail Kitouni, Niklas Nolte, James Hensman, Bhaskar Mitra
2023-12-08
Reconstructing Hands in 3D with Transformers
Georgios Pavlakos, Dandan Shan, Ilija Radosavovic, Angjoo Kanazawa, David Fouhey, Jitendra Malik
2023-12-08
TaskMet: Task-Driven Metric Learning for Model Learning
Dishank Bansal, Ricky T. Q. Chen, Mustafa Mukadam, Brandon Amos
2023-12-08
Max-Margin Token Selection in Attention Mechanism
Davoud Ataee Tarzanagh, Yingcong Li, Xuechen Zhang, Samet Oymak
2023-12-08
Topology-Based Reconstruction Prevention for Decentralised Learning
Florine W. Dekker, Zekeriya Erkin, Mauro Conti
2023-12-08
Dynamic LiDAR Re-simulation using Compositional Neural Fields
Hanfeng Wu, Xingxing Zuo, Stefan Leutenegger, Or Litany, Konrad Schindler, Shengyu Huang
2023-12-08
Gradient-Based Spectral Embeddings of Random Dot Product Graphs
Marcelo Fiori, Bernardo Marenco, Federico Larroca, Paola Bermolen, Gonzalo Mateos
2023-12-08
Predictive auxiliary objectives in deep RL mimic learning in the brain
Ching Fang, Kimberly L Stachenfeld
2023-12-08
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation
Thuan Hoang Nguyen, Anh Tran
2023-12-08
Seeing ChatGPT Through Universities' Policies, Resources and Guidelines
Hui Wang, Anh Dang, Zihao Wu, Son Mac
2023-12-08
The impact of heteroskedasticity on uplift modeling
Björn Bokelmann, Stefan Lessmann
2023-12-08
Investigating how ReLU-networks encode symmetries
Georg Bökman, Fredrik Kahl
2023-12-08
Modeling Risk in Reinforcement Learning: A Literature Mapping
Leonardo Villalobos-Arias, Derek Martin, Abhijeet Krishnan, Madeleine Gagné, Colin M. Potts, Arnav Jhala
2023-12-08
Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning
Zhiting Hu, Tianmin Shu
2023-12-08
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
Qi-Wei Wang, Da-Wei Zhou, Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye
2023-12-08
Neural Spectral Methods: Self-supervised learning in the spectral domain
Yiheng Du, Nithin Chalapathi, Aditi Krishnapriyan
2023-12-08
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit
Blake Bordelon, Lorenzo Noci, Mufan Bill Li, Boris Hanin, Cengiz Pehlevan
2023-12-08
Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding
Hellena Hempe, Alexander Bigalke, Mattias P. Heinrich
2023-12-08
Enhancing Facial Classification and Recognition using 3D Facial Models and Deep Learning
Houting Li, Mengxuan Dong, Lok Ming Lui
2023-12-08
DeltaZip: Multi-Tenant Language Model Serving via Delta Compression
Xiaozhe Yao, Ana Klimovic
2023-12-08
IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray Tracing
Shaofei Wang, Božidar Antić, Andreas Geiger, Siyu Tang
2023-12-08
HALO: An Ontology for Representing Hallucinations in Generative Models
Navapat Nananukul, Mayank Kejriwal
2023-12-08
ControlRoom3D: Room Generation using Semantic Proxy Rooms
Jonas Schult, Sam Tsai, Lukas Höllein, Bichen Wu, Jialiang Wang, Chih-Yao Ma, Kunpeng Li, Xiaofang Wang, Felix Wimbauer, Zijian He, Peizhao Zhang, Bastian Leibe, Peter Vajda, Ji Hou
2023-12-08
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering
Mobashir Sadat, Zhengyu Zhou, Lukas Lange, Jun Araki, Arsalan Gundroo, Bingqing Wang, Rakesh R Menon, Md Rizwan Parvez, Zhe Feng
2023-12-08
Conformal Prediction in Multi-User Settings: An Evaluation
Enrique Garcia-Ceja, Luciano Garcia-Banuelos, Nicolas Jourdan
2023-12-08
Zero-Shot Point Cloud Registration
Weijie Wang, Guofeng Mei, Bin Ren, Xiaoshui Huang, Fabio Poiesi, Luc Van Gool, Nicu Sebe, Bruno Lepri
2023-12-08
SymNoise: Advancing Language Model Fine-tuning with Symmetric Noise
Abhay Kumar Yadav, Arjun Singh
2023-12-08
Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)
Haechan Mark Bong, Rongge Zhang, Ricardo de Azambuja, Giovanni Beltrame
2023-12-08
Fine Dense Alignment of Image Bursts through Camera Pose and Depth Estimation
Bruno Lecouat, Yann Dubois de Mont-Marin, Théo Bodrito, Julien Mairal, Jean Ponce
2023-12-08

reinforcement learning

FRAC-Q-Learning: A Reinforcement Learning with Boredom Avoidance Processes for Social Robots
Akinari Onishi
2023-12-07
A Definition of Continual Reinforcement Learning
David Abel, André Barreto, Benjamin Van Roy, Doina Precup, Hado van Hasselt, Satinder Singh
2023-12-01
Harnessing Discrete Representations For Continual Reinforcement Learning
Edan Meyer, Adam White, Marlos C. Machado
2023-12-05
An Investigation of Time Reversal Symmetry in Reinforcement Learning
Brett Barkley, Amy Zhang, David Fridovich-Keil
2023-11-28
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models
Marwa Abdulhai, Isadora White, Charlie Snell, Charles Sun, Joey Hong, Yuexiang Zhai, Kelvin Xu, Sergey Levine
2023-11-30
Utilizing Explainability Techniques for Reinforcement Learning Model Assurance
Alexander Tapley, Kyle Gatesman, Luis Robaina, Brett Bissey, Joseph Weissman
2023-11-27
Action valuation of on- and off-ball soccer players based on multi-agent deep reinforcement learning
Hiroshi Nakahara, Kazushi Tsutsui, Kazuya Takeda, Keisuke Fujii
2023-12-01
Modeling Risk in Reinforcement Learning: A Literature Mapping
Leonardo Villalobos-Arias, Derek Martin, Abhijeet Krishnan, Madeleine Gagné, Colin M. Potts, Arnav Jhala
2023-12-08
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion
Taehyun Cho, Seungyub Han, Heesoo Lee, Kyungjae Lee, Jungwoo Lee
2023-12-05
RL4CO: a Unified Reinforcement Learning for Combinatorial Optimization Library
Federico Berto, Chuanbo Hua, Junyoung Park, Minsu Kim, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Joungho Kim, Jinkyoo Park
2023-12-04
Achieving the Minimax Optimal Sample Complexity of Offline Reinforcement Learning: A DRO-Based Approach
Yue Wang, Jinjun Xiong, Shaofeng Zou
2023-12-03
Distributed Reinforcement Learning for Molecular Design: Antioxidant case
Huanyi Qin, Denis Akhiyarov, Sophie Loehle, Kenneth Chiu, Mauricio Araya-Polo
2023-12-03
Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization
Yuan Zhang, Jianhong Wang, Joschka Boedecker
2023-12-05
Exploring the flavor structure of quarks and leptons with reinforcement learning
Satsuki Nishimura, Coh Miyao, Hajime Otsuka
2023-12-06
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
Pankayaraj Pathmanathan, Natalia Díaz-Rodríguez, Javier Del Ser
2023-12-05
Funnel-based Reward Shaping for Signal Temporal Logic Tasks in Reinforcement Learning
Naman Saxena, Gorantla Sandeep, Pushpak Jagtap
2023-12-03
Enhancing Diffusion Models with Text-Encoder Reinforcement Learning
Chaofeng Chen, Annan Wang, Haoning Wu, Liang Liao, Wenxiu Sun, Qiong Yan, Weisi Lin
2023-11-27
Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence
Rambod Mojgani, Daniel Waelchli, Yifei Guan, Petros Koumoutsakos, Pedram Hassanzadeh
2023-12-01
DanZero+: Dominating the GuanDan Game through Reinforcement Learning
Youpeng Zhao, Yudong Lu, Jian Zhao, Wengang Zhou, Houqiang Li
2023-12-05
LanGWM: Language Grounded World Model
Rudra P. K. Poudel, Harit Pandya, Chao Zhang, Roberto Cipolla
2023-11-29
Conservative State Value Estimation for Offline Reinforcement Learning
Liting Chen, Jie Yan, Zhengdao Shao, Lu Wang, Qingwei Lin, Saravan Rajmohan, Thomas Moscibroda, Dongmei Zhang
2023-12-02
When is Offline Policy Selection Sample Efficient for Reinforcement Learning?
Vincent Liu, Prabhat Nagarajan, Andrew Patterson, Martha White
2023-12-04
Pearl: A Production-ready Reinforcement Learning Agent
Zheqing Zhu, Rodrigo de Salvo Braz, Jalaj Bhandari, Daniel Jiang, Yi Wan, Yonathan Efroni, Liyuan Wang, Ruiyang Xu, Hongbo Guo, Alex Nikulkov, Dmytro Korenkevych, Urun Dogan, Frank Cheng, Zheng Wu, Wanqiao Xu
2023-12-06
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Ruizhe Shi, Yuyao Liu, Yanjie Ze, Simon S. Du, Huazhe Xu
2023-11-27
A Reliable Representation with Bidirectional Transition Model for Visual Reinforcement Learning Generalization
Xiaobo Hu, Youfang Lin, Yue Liu, Jinwen Wang, Shuo Wang, Hehe Fan, Kai Lv
2023-12-04
Bias Resilient Multi-Step Off-Policy Goal-Conditioned Reinforcement Learning
Lisheng Wu, Ke Chen
2023-11-29
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback
Wei Shen, Rui Zheng, Wenyu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang
2023-11-29
Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning
Tyler Kastner, Murat A. Erdogdu, Amir-massoud Farahmand
2023-12-03
Optimal Attack and Defense for Reinforcement Learning
Jeremy McMahan, Young Wu, Xiaojin Zhu, Qiaomin Xie
2023-11-30
BenchMARL: Benchmarking Multi-Agent Reinforcement Learning
Matteo Bettini, Amanda Prorok, Vincent Moens
2023-12-03

language

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
Bin Zhu, Bin Lin, Munan Ning, Yang Yan, Jiaxi Cui, HongFa Wang, Yatian Pang, Wenhao Jiang, Junwu Zhang, Zongwei Li, Wancai Zhang, Zhifeng Li, Wei Liu, Li Yuan
2023-11-27
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian
Peng Liu, Lemei Zhang, Terje Nissen Farup, Even W. Lauvrak, Jon Espen Ingvaldsen, Simen Eide, Jon Atle Gulla, Zhirong Yang
2023-12-03
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment
Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Luu Anh Tuan
2023-12-04
Self Generated Wargame AI: Double Layer Agent Task Planning Based on Large Language Model
Y. Sun, C. Yu, J. Zhao, W. Wang, X. Zhou
2023-12-02
DiffSLVA: Harnessing Diffusion Models for Sign Language Video Anonymization
Zhaoyang Xia, Carol Neidle, Dimitris N. Metaxas
2023-11-27
The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation
Christel Chappuis, Eliot Walt, Vincent Mendez, Sylvain Lobry, Bertrand Le Saux, Devis Tuia
2023-11-28
Visually Grounded Language Learning: a review of language games, datasets, tasks, and models
Alessandro Suglia, Ioannis Konstas, Oliver Lemon
2023-12-05
Self-Chained Image-Language Model for Video Localization and Question Answering
Shoubin Yu, Jaemin Cho, Prateek Yadav, Mohit Bansal
2023-11-29
Assessing Language Disorders using Artificial Intelligence: a Paradigm Shift
Charalambos Themistocleous, Kyrana Tsapkini, Dimitrios Kokkinakis
2023-12-06
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation
Yuhui Zhang, Brandon McKinzie, Zhe Gan, Vaishaal Shankar, Alexander Toshev
2023-11-27
LanGWM: Language Grounded World Model
Rudra P. K. Poudel, Harit Pandya, Chao Zhang, Roberto Cipolla
2023-11-29
VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation
Zijian Zhou, Miaojing Shi, Holger Caesar
2023-11-27
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix
Xinyu Ma, Xuebo Liu, Min Zhang
2023-12-05
Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym
Junjie Sheng, Zixiao Huang, Chuyun Shen, Wenhao Li, Yun Hua, Bo Jin, Hongyuan Zha, Xiangfeng Wang
2023-12-06
Mukhyansh: A Headline Generation Dataset for Indic Languages
Lokesh Madasu, Gopichand Kanumolu, Nirmal Surange, Manish Shrivastava
2023-11-29
Enabling Quantum Natural Language Processing for Hindi Language
Naman Srivastava, Gaurang Belekar, Sunil Saumya, Aswath Babu H
2023-12-02
Extensible Prompts for Language Models on Zero-shot Language Style Customization
Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei
2023-11-30
RS5M: A Large Scale Vision-Language Dataset for Remote Sensing Vision-Language Foundation Model
Zilun Zhang, Tiancheng Zhao, Yulong Guo, Jianwei Yin
2023-12-05
RS5M: A Large Scale Vision-Language Dataset for Remote Sensing Vision-Language Foundation Model
Zilun Zhang, Tiancheng Zhao, Yulong Guo, Jianwei Yin
2023-12-03
SAGE: Bridging Semantic and Actionable Parts for GEneralizable Articulated-Object Manipulation under Language Instructions
Haoran Geng, Songlin Wei, Congyue Deng, Bokui Shen, He Wang, Leonidas Guibas
2023-12-03
Entailment Semantics Can Be Extracted from an Ideal Language Model
William Merrill, Alex Warstadt, Tal Linzen
2023-12-06
Uni3DL: Unified Model for 3D and Language Understanding
Xiang Li, Jian Ding, Zhaoyang Chen, Mohamed Elhoseiny
2023-12-05
Revisiting Topic-Guided Language Models
Carolina Zheng, Keyon Vafa, David M. Blei
2023-12-04
Scaling laws for language encoding models in fMRI
Richard Antonello, Aditya Vaidya, Alexander G. Huth
2023-12-04
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models
Shicheng Li, Lei Li, Shuhuai Ren, Yuanxin Liu, Yi Liu, Rundong Gao, Xu Sun, Lu Hou
2023-11-29
A Text-to-Text Model for Multilingual Offensive Language Identification
Tharindu Ranasinghe, Marcos Zampieri
2023-12-06
GPT4Point: A Unified Framework for Point-Language Understanding and Generation
Zhangyang Qi, Ye Fang, Zeyi Sun, Xiaoyang Wu, Tong Wu, Jiaqi Wang, Dahua Lin, Hengshuang Zhao
2023-12-05
Cerbero-7B: A Leap Forward in Language-Specific LLMs Through Enhanced Chat Corpus Generation and Evaluation
Federico A. Galatolo, Mario G. C. A. Cimino
2023-11-27
Language Model Knowledge Distillation for Efficient Question Answering in Spanish
Adrián Bazaga, Pietro Liò, Gos Micklem
2023-12-07
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
Nuo Chen, Zinan Zheng, Ning Wu, Ming Gong, Yangqiu Song, Dongmei Zhang, Jia Li
2023-11-28