Deep Learning Monitor - Find new Arxiv papers, tweets and Reddit posts for you

Zhangwei Gao, Zhe Chen, Erfei Cui, Yiming Ren, Weiyun Wang, Jinguo Zhu, Hao Tian, Shenglong Ye, Junjun He, Xizhou Zhu, Lewei Lu, Tong Lu, Yu Qiao, Jifeng Dai, Wenhai Wang

2024-10-21

Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos

Gengshan Yang, Andrea Bajcsy, Shunsuke Saito, Angjoo Kanazawa

2024-10-21

Elucidating the design space of language models for image generation

Xuantong Liu, Shaozhe Hao, Xianbiao Qi, Tianyang Hu, Jun Wang, Rong Xiao, Yuan Yao

2024-10-21

CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution

Maosong Cao, Alexander Lam, Haodong Duan, Hongwei Liu, Songyang Zhang, Kai Chen

2024-10-21

Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection

Sukanya Patra, Souhaib Ben Taieb

2024-10-21

Distribution Learning with Valid Outputs Beyond the Worst-Case

Nick Rittler, Kamalika Chaudhuri

2024-10-21

Can Knowledge Editing Really Correct Hallucinations?

Baixiang Huang, Canyu Chen, Xiongxiao Xu, Ali Payani, Kai Shu

2024-10-21

Implicit Regularization for Tubal Tensor Factorizations via Gradient Descent

Santhosh Karnik, Anna Veselovska, Mark Iwen, Felix Krahmer

2024-10-21

Analyzing Context Contributions in LLM-based Machine Translation

Emmanouil Zaranis, Nuno M. Guerreiro, André F. T. Martins

2024-10-21

Comparing the information content of probabilistic representation spaces

Kieran A. Murphy, Sam Dillavou, Dani S. Bassett

2024-10-21

MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report

Samrajya Thapa, Koushik Howlader, Subhankar Bhattacharjee, Wei le

2024-10-21

Deep Radiomics Detection of Clinically Significant Prostate Cancer on Multicenter MRI: Initial Comparison to PI-RADS Assessment

G. A. Nketiah, M. R. Sunoqrot, E. Sandsmark, S. Langørgen, K. M. Selnæs, H. Bertilsson, M. Elschot, T. F. Bathen

2024-10-21

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models

Yuxuan Cai, Jiangning Zhang, Haoyang He, Xinwei He, Ao Tong, Zhenye Gan, Chengjie Wang, Xiang Bai

2024-10-21

ToW: Thoughts of Words Improve Reasoning in Large Language Models

Zhikun Xu, Ming Shen, Jacob Dineen, Zhaonan Li, Xiao Ye, Shijie Lu, Aswin RRV, Chitta Baral, Ben Zhou

2024-10-21

Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping

Ryan Li, Yanzhe Zhang, Diyi Yang

2024-10-21

Language Model Alignment in Multilingual Trolley Problems

Zhijing Jin, Max Kleiman-Weiner, Giorgio Piatti, Sydney Levine, Jiarui Liu, Fernando Gonzalez, Francesco Ortu, András Strausz, Mrinmaya Sachan, Rada Mihalcea, Yejin Choi, Bernhard Schölkopf

2024-10-21

Building A Coding Assistant via the Retrieval-Augmented Language Model

Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Shuo Wang, Yukun Yan, Yukai Fu, Yu Gu, Ge Yu

2024-10-21

Hypergraph: A Unified and Uniform Definition with Application to Chemical Hypergraph and More

Daniel T. Chang

2024-10-21

Managing Bandwidth: The Key to Cloud-Assisted Autonomous Driving

Alexander Krentsel, Peter Schafhalter, Joseph E. Gonzalez, Sylvia Ratnasamy, Scott Shenker, Ion Stoica

2024-10-21

A Realistic Threat Model for Large Language Model Jailbreaks

Valentyn Boreiko, Alexander Panfilov, Vaclav Voracek, Matthias Hein, Jonas Geiping

2024-10-21

Bidirectional Decoding: Improving Action Chunking via Closed-Loop Resampling

Yuejiang Liu, Jubayer Ibn Hamid, Annie Xie, Yoonho Lee, Maximilian Du, Chelsea Finn

2024-10-21

Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP

Sriram Balasubramanian, Samyadeep Basu, Soheil Feizi

2024-10-21

On Creating an English-Thai Code-switched Machine Translation in Medical Domain

Parinthapat Pengpun, Krittamate Tiankanon, Amrest Chinkamol, Jiramet Kinchagawat, Pitchaya Chairuengjitjaras, Pasit Supholkhan, Pubordee Aussavavirojekul, Chiraphat Boonnag, Kanyakorn Veerakanjana, Hirunkul Phimsiri, Boonthicha Sae-jia, Nattawach Sataudom, Piyalitt Ittichaiwong, Peerat Limkonchotiwat

2024-10-21

reinforcement learning

How social reinforcement learning can lead to metastable polarisation and the voter model

Benedikt V. Meylahn, Janusz M. Meylahn

2024-10-15

RILe: Reinforced Imitation Learning

Mert Albaba, Sammy Christen, Thomas Langarek, Christoph Gebhardt, Otmar Hilliges, Michael J. Black

2024-10-21

Reinforcement Learning with Foundation Priors: Let the Embodied Agent Efficiently Learn on Its Own

Weirui Ye, Yunsheng Zhang, Haoyang Weng, Xianfan Gu, Shengjie Wang, Tong Zhang, Mengchen Wang, Pieter Abbeel, Yang Gao

2024-10-11

Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning

Hung Le, Kien Do, Dung Nguyen, Sunil Gupta, Svetha Venkatesh

2024-10-14

Dynamic Learning Rate for Deep Reinforcement Learning: A Bandit Approach

Henrique Donâncio, Antoine Barrier, Leah F. South, Florence Forbes

2024-10-16

PLANRL: A Motion Planning and Imitation Learning Framework to Bootstrap Reinforcement Learning

Amisha Bhaskar, Zahiruddin Mahammad, Sachin R Jadhav, Pratap Tokekar

2024-10-17

On the Effective Horizon of Inverse Reinforcement Learning

Yiqing Xu, Finale Doshi-Velez, David Hsu

2024-10-16

Federated Stochastic Approximation under Markov Noise and Heterogeneity: Applications in Reinforcement Learning

Sajad Khodadadian, Pranay Sharma, Gauri Joshi, Siva Theja Maguluri

2024-10-21

Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning

Jiayu Chen, Wentse Chen, Jeff Schneider

2024-10-15

Adaptive $Q$-Network: On-the-fly Target Selection for Deep Reinforcement Learning

Théo Vincent, Fabian Wahren, Jan Peters, Boris Belousov, Carlo D'Eramo

2024-10-21

Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning

Hao Ma, Tianyi Hu, Zhiqiang Pu, Boyin Liu, Xiaolin Ai, Yanyan Liang, Min Chen

2024-10-08

Multi-objective Reinforcement Learning: A Tool for Pluralistic Alignment

Peter Vamplew, Conor F Hayes, Cameron Foale, Richard Dazeley, Hadassah Harland

2024-10-15

Compositional Shielding and Reinforcement Learning for Multi-Agent Systems

Asger Horn Brorholt, Kim Guldstrand Larsen, Christian Schilling

2024-10-14

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning

Vindula Jayawardana, Baptiste Freydt, Ao Qu, Cameron Hickert, Zhongxia Yan, Cathy Wu

2024-10-19

Zero-shot Model-based Reinforcement Learning using Large Language Models

Abdelhakim Benechehab, Youssef Attia El Hili, Ambroise Odonnat, Oussama Zekri, Albert Thomas, Giuseppe Paolo, Maurizio Filippone, Ievgen Redko, Balázs Kégl

2024-10-15

Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare

Nan Fang, Guiliang Liu, Wei Gong

2024-10-14

Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator

Siyuan Xu, Minghui Zhu

2024-10-13

AGaLiTe: Approximate Gated Linear Transformers for Online Reinforcement Learning

Subhojeet Pramanik, Esraa Elelimy, Marlos C. Machado, Adam White

2024-10-15

Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack

Leo McKee-Reid, Christoph Sträter, Maria Angelica Martinez, Joe Needham, Mikita Balesni

2024-10-09

Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes

Juan Sebastian Rojas, Chi-Guhn Lee

2024-10-14

Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes

Juan Sebastian Rojas, Chi-Guhn Lee

2024-10-19

A Plug-and-Play Fully On-the-Job Real-Time Reinforcement Learning Algorithm for a Direct-Drive Tandem-Wing Experiment Platforms Under Multiple Random Operating Conditions

Zhang Minghao, Song Bifeng, Yang Xiaojun, Wang Liang

2024-10-21

Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks

Niccolò Turcato, Alberto Sinigaglia, Alberto Dalla Libera, Ruggero Carli, Gian Antonio Susto

2024-10-11

Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences

Ziang Liu, Junjie Xu, Xingjiao Wu, Jing Yang, Liang He

2024-10-15

Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning

Xinran Li, Ling Pan, Jun Zhang

2024-10-11

Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning

Claire Chen, Shuze Liu, Shangtong Zhang

2024-10-08

Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning

Qiwei Di, Heyang Zhao, Jiafan He, Quanquan Gu

2024-10-09

Safety Filtering While Training: Improving the Performance and Sample Efficiency of Reinforcement Learning Agents

Federico Pizarro Bejarano, Lukas Brunke, Angela P. Schoellig

2024-10-15

SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents

Ethan Rathbun, Christopher Amato, Alina Oprea

2024-10-21

A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning

Hongming Zhang, Ke Sun, Bo Xu, Linglong Kong, Martin Müller

2024-10-18

language

Paramanu: A Family of Novel Efficient Generative Foundation Language Models for Indian Languages

Mitodru Niyogi, Arnab Bhattacharya

2024-10-10

Cultural Fidelity in Large-Language Models: An Evaluation of Online Language Resources as a Driver of Model Performance in Value Representation

Sharif Kazemi, Gloria Gerhardt, Jonty Katz, Caroline Ida Kuria, Estelle Pan, Umang Prabhakar

2024-10-14

Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts

Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang

2024-10-14

Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis

Yiyi Chen, Qiongxiu Li, Russa Biswas, Johannes Bjerva

2024-10-17

BQA: Body Language Question Answering Dataset for Video Large Language Models

Shintaro Ozaki, Kazuki Hayashi, Miyu Oba, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe

2024-10-17

Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance?

Fumiya Uchiyama, Takeshi Kojima, Andrew Gambardella, Qi Cao, Yusuke Iwasawa, Yutaka Matsuo

2024-10-09

MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models

Zihao Wei, Jingcheng Deng, Liang Pang, Hanxing Ding, Huawei Shen, Xueqi Cheng

2024-10-08

Teaching LLMs to Abstain across Languages via Multilingual Feedback

Shangbin Feng, Weijia Shi, Yike Wang, Wenxuan Ding, Orevaoghene Ahia, Shuyue Stella Li, Vidhisha Balachandran, Sunayana Sitaram, Yulia Tsvetkov

2024-10-11

Exploring Continual Fine-Tuning for Enhancing Language Ability in Large Language Model

Divyanshu Aggarwal, Sankarshan Damle, Navin Goyal, Satya Lokam, Sunayana Sitaram

2024-10-21

Unveiling the pressures underlying language learning and use in neural networks, large language models, and humans: Lessons from emergent machine-to-machine communication

Lukas Galke, Limor Raviv

2024-10-08

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models

Boyang Xue, Hongru Wang, Rui Wang, Sheng Wang, Zezhong Wang, Yiming Du, Bin Liang, Kam-Fai Wong

2024-10-16

Language Models as Semiotic Machines: Reconceptualizing AI Language Systems through Structuralist and Post-Structuralist Theories of Language

Elad Vromen

2024-10-16

Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment

Orgest Xhelili, Yihong Liu, Hinrich Schütze

2024-10-09

Optimizing Low-Resource Language Model Training: Comprehensive Analysis of Multi-Epoch, Multi-Lingual, and Two-Stage Approaches

Kosuke Akimoto, Masafumi Oyamada

2024-10-16

Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language

Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent

2024-10-16

Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention

Weixuan Wang, Minghao Wu, Barry Haddow, Alexandra Birch

2024-10-16

NatLan: Native Language Prompting Facilitates Knowledge Elicitation Through Language Trigger Provision and Domain Trigger Retention

Baixuan Li, Yunlong Fan, Tianyi Ma, Zhiqiang Gao

2024-10-15

Better to Ask in English: Evaluation of Large Language Models on English, Low-resource and Cross-Lingual Settings

Krishno Dey, Prerona Tarannum, Md. Arid Hasan, Imran Razzak, Usman Naseem

2024-10-17

INC-Math: Integrating Natural Language and Code for Enhanced Mathematical Reasoning in Large Language Models

Xuyuan Xiong, Simeng Han, Ziyue Zhou, Arman Cohan

2024-10-21

A Comparative Study of Translation Bias and Accuracy in Multilingual Large Language Models for Cross-Language Claim Verification

Aryan Singhal, Veronica Shao, Gary Sun, Ryan Ding, Jonathan Lu, Kevin Zhu

2024-10-14

Building A Coding Assistant via the Retrieval-Augmented Language Model

Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Shuo Wang, Yukun Yan, Yukai Fu, Yu Gu, Ge Yu

2024-10-21

A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model

Shengxiang Gao, Fang nan, Yongbing Zhang, Yuxin Huang, Kaiwen Tan, Zhengtao Yu

2024-10-13

Large Language Models Are Cross-Lingual Knowledge-Free Reasoners

Peng Hu, Sizhe Liu, Changjiang Gao, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang

2024-10-15

Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models

Hongchuan Zeng, Senyu Han, Lu Chen, Kai Yu

2024-10-15

Kallini et al. (2024) do not compare impossible languages with constituency-based ones

Tim Hunter

2024-10-16

Computational Approaches to Arabic-English Code-Switching

Caroline Sabty

2024-10-17

Personal Intelligence System UniLM: Hybrid On-Device Small Language Model and Server-Based Large Language Model for Malay Nusantara

Azree Nazri, Olalekan Agbolade, Faisal Aziz

2024-10-09

From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language Acquisition

Qiyuan Yang, Pengda Wang, Luke D. Plonsky, Frederick L. Oswald, Hanjie Chen

2024-10-17

Understanding and Mitigating Language Confusion in LLMs

Kelly Marchisio, Wei-Yin Ko, Alexandre Bérard, Théo Dehaze, Sebastian Ruder

2024-10-17

Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models

Terra Blevins, Tomasz Limisiewicz, Suchin Gururangan, Margaret Li, Hila Gonen, Noah A. Smith, Luke Zettlemoyer

2024-10-08

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