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

Maksym Andriushchenko, Alexandra Souly, Mateusz Dziemian, Derek Duenas, Maxwell Lin, Justin Wang, Dan Hendrycks, Andy Zou, Zico Kolter, Matt Fredrikson, Eric Winsor, Jerome Wynne, Yarin Gal, Xander Davies

2024-10-11

MedMobile: A mobile-sized language model with expert-level clinical capabilities

Krithik Vishwanath, Jaden Stryker, Anton Alaykin, Daniel Alexander Alber, Eric Karl Oermann

2024-10-11

Parameter-Efficient Fine-Tuning of State Space Models

Kevin Galim, Wonjun Kang, Yuchen Zeng, Hyung Il Koo, Kangwook Lee

2024-10-11

The Impact of Visual Information in Chinese Characters: Evaluating Large Models' Ability to Recognize and Utilize Radicals

Xiaofeng Wu, Karl Stratos, Wei Xu

2024-10-11

Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models

Hao Li, Cor-Paul Bezemer, Ahmed E. Hassan

2024-10-11

CVAM-Pose: Conditional Variational Autoencoder for Multi-Object Monocular Pose Estimation

Jianyu Zhao, Wei Quan, Bogdan J. Matuszewski

2024-10-11

Semantic Score Distillation Sampling for Compositional Text-to-3D Generation

Ling Yang, Zixiang Zhang, Junlin Han, Bohan Zeng, Runjia Li, Philip Torr, Wentao Zhang

2024-10-11

SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights

Ling Yang, Zhaochen Yu, Tianjun Zhang, Minkai Xu, Joseph E. Gonzalez, Bin Cui, Shuicheng Yan

2024-10-11

Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectra

Roman Worschech, Bernd Rosenow

2024-10-11

Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Speech Foundation Models

Vyas Raina, Mark Gales

2024-10-11

DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection

Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Ling Li, Yunji Chen

2024-10-11

Mpox Narrative on Instagram: A Labeled Multilingual Dataset of Instagram Posts on Mpox for Sentiment, Hate Speech, and Anxiety Analysis

Nirmalya Thakur

2024-10-11

LLM-Generated Black-box Explanations Can Be Adversarially Helpful

Rohan Ajwani, Shashidhar Reddy Javaji, Frank Rudzicz, Zining Zhu

2024-10-11

xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing

Haoyi Niu, Qimao Chen, Tenglong Liu, Jianxiong Li, Guyue Zhou, Yi Zhang, Jianming Hu, Xianyuan Zhan

2024-10-11

reinforcement learning

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

Dual Active Learning for Reinforcement Learning from Human Feedback

Pangpang Liu, Chengchun Shi, Will Wei Sun

2024-10-03

Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning

Hai Zhang, Boyuan Zheng, Tianying Ji, Jinhang Liu, Anqi Guo, Junqiao Zhao, Lanqing Li

2024-09-30

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

Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning

Siddhant Bhambri, Amrita Bhattacharjee, Durgesh Kalwar, Lin Guan, Huan Liu, Subbarao Kambhampati

2024-10-07

On the Sample Complexity of a Policy Gradient Algorithm with Occupancy Approximation for General Utility Reinforcement Learning

Anas Barakat, Souradip Chakraborty, Peihong Yu, Pratap Tokekar, Amrit Singh Bedi

2024-10-05

RLSF: Reinforcement Learning via Symbolic Feedback

Piyush Jha, Prithwish Jana, Pranavkrishna Suresh, Arnav Arora, Vijay Ganesh

2024-10-06

Training on more Reachable Tasks for Generalisation in Reinforcement Learning

Max Weltevrede, Caroline Horsch, Matthijs T. J. Spaan, Wendelin Böhmer

2024-10-04

Federated Ensemble-Directed Offline Reinforcement Learning

Desik Rengarajan, Nitin Ragothaman, Dileep Kalathil, Srinivas Shakkottai

2024-10-04

Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs

Chuanneng Sun, Songjun Huang, Dario Pompili

2024-10-04

CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation

Chao Feng, Alberto Huertas Celdran, Pedro Miguel Sanchez Sanchez, Jan Kreischer, Jan von der Assen, Gerome Bovet, Gregorio Martinez Perez, Burkhard Stiller

2024-09-30

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

Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark

Jiaming Ji, Borong Zhang, Jiayi Zhou, Xuehai Pan, Weidong Huang, Ruiyang Sun, Yiran Geng, Yifan Zhong, Juntao Dai, Yaodong Yang

2024-10-06

RLocator: Reinforcement Learning for Bug Localization

Partha Chakraborty, Mahmoud Alfadel, Meiyappan Nagappan

2024-09-30

PreND: Enhancing Intrinsic Motivation in Reinforcement Learning through Pre-trained Network Distillation

Mohammadamin Davoodabadi, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah

2024-10-02

Symbolic State Partitioning for Reinforcement Learning

Mohsen Ghaffari, Mahsa Varshosaz, Einar Broch Johnsen, Andrzej Wąsowski

2024-10-03

Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement Learning

Roman Belaire, Arunesh Sinha, Pradeep Varakantham

2024-10-06

Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning

Qiwei Di, Heyang Zhao, Jiafan He, Quanquan Gu

2024-10-09

Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning

Claire Chen, Shuze Liu, Shangtong Zhang

2024-10-08

Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning

Jason Piquenot, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam

2024-10-02

Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning

Laixi Shi, Jingchu Gai, Eric Mazumdar, Yuejie Chi, Adam Wierman

2024-10-08

Can We Break the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning?

Laixi Shi, Jingchu Gai, Eric Mazumdar, Yuejie Chi, Adam Wierman

2024-09-30

Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control

Devdhar Patel, Hava Siegelmann

2024-10-11

Multi-Objective Deep Reinforcement Learning for Optimisation in Autonomous Systems

Juan C. Rosero, Ivana Dusparic, Nicolás Cardozo

2024-09-30

Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance

Joshua McClellan, Naveed Haghani, John Winder, Furong Huang, Pratap Tokekar

2024-10-03

Upper and Lower Bounds for Distributionally Robust Off-Dynamics Reinforcement Learning

Zhishuai Liu, Weixin Wang, Pan Xu

2024-09-30

Toward Debugging Deep Reinforcement Learning Programs with RLExplorer

Rached Bouchoucha, Ahmed Haj Yahmed, Darshan Patil, Janarthanan Rajendran, Amin Nikanjam, Sarath Chandar, Foutse Khomh

2024-10-06

AdaMemento: Adaptive Memory-Assisted Policy Optimization for Reinforcement Learning

Renye Yan, Yaozhong Gan, You Wu, Junliang Xing, Ling Liangn, Yeshang Zhu, Yimao Cai

2024-10-06

Differentially Private Deep Model-Based Reinforcement Learning

Alexandre Rio, Merwan Barlier, Igor Colin, Albert Thomas

2024-10-09

On-Policy Policy Gradient Reinforcement Learning Without On-Policy Sampling

Nicholas E. Corrado, Josiah P. Hanna

2024-10-07

language

Lens: Rethinking Multilingual Enhancement for Large Language Models

Weixiang Zhao, Yulin Hu, Jiahe Guo, Xingyu Sui, Tongtong Wu, Yang Deng, Yanyan Zhao, Bing Qin, Wanxiang Che, Ting Liu

2024-10-06

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

Mitodru Niyogi, Arnab Bhattacharya

2024-10-10

CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation

Kounianhua Du, Jizheng Chen, Renting Rui, Huacan Chai, Lingyue Fu, Wei Xia, Yasheng Wang, Ruiming Tang, Yong Yu, Weinan Zhang

2024-10-02

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

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

READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan

2024-10-05

LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation

Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma

2024-10-07

Language in Vivo vs. in Silico: Size Matters but Larger Language Models Still Do Not Comprehend Language on a Par with Humans

Vittoria Dentella, Fritz Guenther, Evelina Leivada

2024-10-07

SignCLIP: Connecting Text and Sign Language by Contrastive Learning

Zifan Jiang, Gerard Sant, Amit Moryossef, Mathias Müller, Rico Sennrich, Sarah Ebling

2024-10-06

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

Methods for Automatic Matrix Language Determination of Code-Switched Speech

Olga Iakovenko, Thomas Hain

2024-10-03

Investigating Critical Period Effects in Language Acquisition through Neural Language Models

Ionut Constantinescu, Tiago Pimentel, Ryan Cotterell, Alex Warstadt

2024-10-06

Unlocking the Potential of Model Merging for Low-Resource Languages

Mingxu Tao, Chen Zhang, Quzhe Huang, Tianyao Ma, Songfang Huang, Dongyan Zhao, Yansong Feng

2024-10-06

EEG-Language Modeling for Pathology Detection

Sam Gijsen, Kerstin Ritter

2024-10-02

Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages

Seonjeong Hwang, Yunsu Kim, Gary Geunbae Lee

2024-10-04

Towards Language-Driven Video Inpainting via Multimodal Large Language Models

Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

2024-10-01

Correcting FLORES Evaluation Dataset for Four African Languages

Idris Abdulmumin, Sthembiso Mkhwanazi, Mahlatse S. Mbooi, Shamsuddeen Hassan Muhammad, Ibrahim Said Ahmad, Neo Putini, Miehleketo Mathebula, Matimba Shingange, Tajuddeen Gwadabe, Vukosi Marivate

2024-10-05

AfriHuBERT: A self-supervised speech representation model for African languages

Jesujoba O. Alabi, Xuechen Liu, Dietrich Klakow, Junichi Yamagishi

2024-09-30

Native vs Non-Native Language Prompting: A Comparative Analysis

Mohamed Bayan Kmainasi, Rakif Khan, Ali Ezzat Shahroor, Boushra Bendou, Maram Hasanain, Firoj Alam

2024-10-06

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

Towards Linguistically-Aware and Language-Independent Tokenization for Large Language Models (LLMs)

Abrar Rahman, Garry Bowlin, Binit Mohanty, Sean McGunigal

2024-10-04

Can Language Models Induce Grammatical Knowledge from Indirect Evidence?

Miyu Oba, Yohei Oseki, Akiyo Fukatsu, Akari Haga, Hiroki Ouchi, Taro Watanabe, Saku Sugawara

2024-10-08

On Uncertainty In Natural Language Processing

Dennis Ulmer

2024-10-04

LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning

Zhe Li, Weihao Yuan, Yisheng He, Lingteng Qiu, Shenhao Zhu, Xiaodong Gu, Weichao Shen, Yuan Dong, Zilong Dong, Laurence T. Yang

2024-10-09

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

Are Large Vision Language Models up to the Challenge of Chart Comprehension and Reasoning? An Extensive Investigation into the Capabilities and Limitations of LVLMs

Mohammed Saidul Islam, Raian Rahman, Ahmed Masry, Md Tahmid Rahman Laskar, Mir Tafseer Nayeem, Enamul Hoque

2024-10-04

Efficiently Identifying Low-Quality Language Subsets in Multilingual Datasets: A Case Study on a Large-Scale Multilingual Audio Dataset

Farhan Samir, Emily P. Ahn, Shreya Prakash, Márton Soskuthy, Vered Shwartz, Jian Zhu

2024-10-05

IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages?

Akhilesh Aravapalli, Mounika Marreddy, Subba Reddy Oota, Radhika Mamidi, Manish Gupta

2024-10-03

Generating bilingual example sentences with large language models as lexicography assistants

Raphael Merx, Ekaterina Vylomova, Kemal Kurniawan

2024-10-04

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