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

Adrian de Wynter, Ishaan Watts, Nektar Ege Altıntoprak, Tua Wongsangaroonsri, Minghui Zhang, Noura Farra, Lena Baur, Samantha Claudet, Pavel Gajdusek, Can Gören, Qilong Gu, Anna Kaminska, Tomasz Kaminski, Ruby Kuo, Akiko Kyuba, Jongho Lee, Kartik Mathur, Petter Merok, Ivana Milovanović, Nani Paananen, Vesa-Matti Paananen, Anna Pavlenko, Bruno Pereira Vidal, Luciano Strika, Yueh Tsao, Davide Turcato, Oleksandr Vakhno, Judit Velcsov, Anna Vickers, Stéphanie Visser, Herdyan Widarmanto, Andrey Zaikin, Si-Qing Chen

2024-04-22

A Unified Framework for Model Editing

Akshat Gupta, Dev Sajnani, Gopala Anumanchipalli

2024-04-22

SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Yuying Ge, Sijie Zhao, Jinguo Zhu, Yixiao Ge, Kun Yi, Lin Song, Chen Li, Xiaohan Ding, Ying Shan

2024-04-22

An Adversarial Approach to Evaluating the Robustness of Event Identification Models

Obai Bahwal, Oliver Kosut, Lalitha Sankar

2024-04-22

PARAMANU-GANITA: Language Model with Mathematical Capabilities

Mitodru Niyogi, Arnab Bhattacharya

2024-04-22

A Multimodal Automated Interpretability Agent

Tamar Rott Shaham, Sarah Schwettmann, Franklin Wang, Achyuta Rajaram, Evan Hernandez, Jacob Andreas, Antonio Torralba

2024-04-22

Trends, Applications, and Challenges in Human Attention Modelling

Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara

2024-04-22

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models

Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture

2024-04-22

GeoAI Reproducibility and Replicability: a computational and spatial perspective

Wenwen Li, Chia-Yu Hsu, Sizhe Wang, Peter Kedron

2024-04-22

COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations

Ruben Ciranni, Emilian Postolache, Giorgio Mariani, Michele Mancusi, Luca Cosmo, Emanuele Rodolà

2024-04-29

Fresh Papers

Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs

Muhammad Uzair Khattak, Muhammad Ferjad Naeem, Jameel Hassan, Muzammal Naseer, Federico Tombari, Fahad Shahbaz Khan, Salman Khan

2024-05-06

Pose Priors from Language Models

Sanjay Subramanian, Evonne Ng, Lea Müller, Dan Klein, Shiry Ginosar, Trevor Darrell

2024-05-06

Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames

Keith Burghardt, Kai Chen, Kristina Lerman

2024-05-06

Automated Generation of High-Quality Medical Simulation Scenarios Through Integration of Semi-Structured Data and Large Language Models

Scott Sumpter

2024-05-06

Language-Image Models with 3D Understanding

Jang Hyun Cho, Boris Ivanovic, Yulong Cao, Edward Schmerling, Yue Wang, Xinshuo Weng, Boyi Li, Yurong You, Philipp Krähenbühl, Yan Wang, Marco Pavone

2024-05-06

An Empty Room is All We Want: Automatic Defurnishing of Indoor Panoramas

Mira Slavcheva, Dave Gausebeck, Kevin Chen, David Buchhofer, Azwad Sabik, Chen Ma, Sachal Dhillon, Olaf Brandt, Alan Dolhasz

2024-05-06

Towards A Human-in-the-Loop LLM Approach to Collaborative Discourse Analysis

Clayton Cohn, Caitlin Snyder, Justin Montenegro, Gautam Biswas

2024-05-06

Why is SAM Robust to Label Noise?

Christina Baek, Zico Kolter, Aditi Raghunathan

2024-05-06

MemoryMamba: Memory-Augmented State Space Model for Defect Recognition

Qianning Wang, He Hu, Yucheng Zhou

2024-05-06

Cutting through buggy adversarial example defenses: fixing 1 line of code breaks Sabre

Nicholas Carlini

2024-05-06

Prompting Task Trees using Gemini: Methodologies and Insights

Pallavi Tandra

2024-05-06

A Simple and Effective Pruning Approach for Large Language Models

Mingjie Sun, Zhuang Liu, Anna Bair, J. Zico Kolter

2024-05-06

Can Language Model Moderators Improve the Health of Online Discourse?

Hyundong Cho, Shuai Liu, Taiwei Shi, Darpan Jain, Basem Rizk, Yuyang Huang, Zixun Lu, Nuan Wen, Jonathan Gratch, Emilio Ferrara, Jonathan May

2024-05-06

Fault Detection and Monitoring using an Information-Driven Strategy: Method, Theory, and Application

Camilo Ramírez, Jorge F. Silva, Ferhat Tamssaouet, Tomás Rojas, Marcos E. Orchard

2024-05-06

ScrewMimic: Bimanual Imitation from Human Videos with Screw Space Projection

Arpit Bahety, Priyanka Mandikal, Ben Abbatematteo, Roberto Martín-Martín

2024-05-06

A New Robust Partial $p$-Wasserstein-Based Metric for Comparing Distributions

Sharath Raghvendra, Pouyan Shirzadian, Kaiyi Zhang

2024-05-06

Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation

Dong Lao, Congli Wang, Alex Wong, Stefano Soatto

2024-05-06

Competitive strategies to use "warm start" algorithms with predictions

Vaidehi Srinivas, Avrim Blum

2024-05-06

CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification

Sankalp Sinha, Muhammad Saif Ullah Khan, Talha Uddin Sheikh, Didier Stricker, Muhammad Zeshan Afzal

2024-05-06

A Construct-Optimize Approach to Sparse View Synthesis without Camera Pose

Kaiwen Jiang, Yang Fu, Mukund Varma T, Yash Belhe, Xiaolong Wang, Hao Su, Ravi Ramamoorthi

2024-05-06

A review on data-driven constitutive laws for solids

Jan Niklas Fuhg, Govinda Anantha Padmanabha, Nikolaos Bouklas, Bahador Bahmani, WaiChing Sun, Nikolaos N. Vlassis, Moritz Flaschel, Pietro Carrara, Laura De Lorenzis

2024-05-06

Recent Trends in 3D Reconstruction of General Non-Rigid Scenes

Raza Yunus, Jan Eric Lenssen, Michael Niemeyer, Yiyi Liao, Christian Rupprecht, Christian Theobalt, Gerard Pons-Moll, Jia-Bin Huang, Vladislav Golyanik, Eddy Ilg

2024-05-06

Can LLMs Deeply Detect Complex Malicious Queries? A Framework for Jailbreaking via Obfuscating Intent

Shang Shang, Xinqiang Zhao, Zhongjiang Yao, Yepeng Yao, Liya Su, Zijing Fan, Xiaodan Zhang, Zhengwei Jiang

2024-05-06

Field-of-View Extension for Diffusion MRI via Deep Generative Models

Chenyu Gao, Shunxing Bao, Michael Kim, Nancy Newlin, Praitayini Kanakaraj, Tianyuan Yao, Gaurav Rudravaram, Yuankai Huo, Daniel Moyer, Kurt Schilling, Walter Kukull, Arthur Toga, Derek Archer, Timothy Hohman, Bennett Landman, Zhiyuan Li

2024-05-06

Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders

Nishant Yadav, Nicholas Monath, Manzil Zaheer, Rob Fergus, Andrew McCallum

2024-05-06

Generated Contents Enrichment

Mahdi Naseri, Jiayan Qiu, Zhou Wang

2024-05-06

On-the-Fly Fusion of Large Language Models and Machine Translation

Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt

2024-05-06

Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation

Guangtao Zheng, Wenqian Ye, Aidong Zhang

2024-05-06

When LLMs Meet Cybersecurity: A Systematic Literature Review

Jie Zhang, Haoyu Bu, Hui Wen, Yu Chen, Lun Li, Hongsong Zhu

2024-05-06

Collecting Consistently High Quality Object Tracks with Minimal Human Involvement by Using Self-Supervised Learning to Detect Tracker Errors

Samreen Anjum, Suyog Jain, Danna Gurari

2024-05-06

reinforcement learning

Robot Air Hockey: A Manipulation Testbed for Robot Learning with Reinforcement Learning

Caleb Chuck, Carl Qi, Michael J. Munje, Shuozhe Li, Max Rudolph, Chang Shi, Siddhant Agarwal, Harshit Sikchi, Abhinav Peri, Sarthak Dayal, Evan Kuo, Kavan Mehta, Anthony Wang, Peter Stone, Amy Zhang, Scott Niekum

2024-05-06

Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning

Tianchen Zhou, FNU Hairi, Haibo Yang, Jia Liu, Tian Tong, Fan Yang, Michinari Momma, Yan Gao

2024-05-06

Single-Task Continual Offline Reinforcement Learning

Sibo Gai, Donglin Wang

2024-05-03

SIR-RL: Reinforcement Learning for Optimized Policy Control during Epidemiological Outbreaks in Emerging Market and Developing Economies

Maeghal Jain, Ziya Uddin, Wubshet Ibrahim

2024-04-30

Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems

Xiaoshuang Chen, Gengrui Zhang, Yao Wang, Yulin Wu, Shuo Su, Kaiqiao Zhan, Ben Wang

2024-04-23

Self-training superconducting neuromorphic circuits using reinforcement learning rules

M. L. Schneider, E. M. Jué, M. R. Pufall, K. Segall, C. W. Anderson

2024-04-29

Reverse Forward Curriculum Learning for Extreme Sample and Demonstration Efficiency in Reinforcement Learning

Stone Tao, Arth Shukla, Tse-kai Chan, Hao Su

2024-05-06

Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach

Anton Plaksin, Vitaly Kalev

2024-05-03

Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning

Dapeng Li, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Qi Zhang, Zhiwei Xu, Bin Zhang, Guoliang Fan

2024-04-27

Emergent Dominance Hierarchies in Reinforcement Learning Agents

Ram Rachum, Yonatan Nakar, Bill Tomlinson, Nitay Alon, Reuth Mirsky

2024-04-23

Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning

Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes Andreas Stork

2024-05-02

A Survey of Reinforcement Learning from Human Feedback

Timo Kaufmann, Paul Weng, Viktor Bengs, Eyke Hüllermeier

2024-04-30

SocialGFs: Learning Social Gradient Fields for Multi-Agent Reinforcement Learning

Qian Long, Fangwei Zhong, Mingdong Wu, Yizhou Wang, Song-Chun Zhu

2024-05-03

MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games

Anran Hu, Junzi Zhang

2024-05-01

RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation

Zelei Cheng, Xian Wu, Jiahao Yu, Sabrina Yang, Gang Wang, Xinyu Xing

2024-05-05

Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies

Finn Rietz, Erik Schaffernicht, Stefan Heinrich, Johannes A. Stork

2024-05-02

Federated Reinforcement Learning with Constraint Heterogeneity

Hao Jin, Liangyu Zhang, Zhihua Zhang

2024-05-06

A Strategy for Preparing Quantum Squeezed States Using Reinforcement Learning

X. L. Zhao, Y. M. Zhao, M. Li, T. T. Li, Q. Liu, S. Guo, X. X. Yi

2024-04-29

The Power of Resets in Online Reinforcement Learning

Zakaria Mhammedi, Dylan J. Foster, Alexander Rakhlin

2024-04-26

The Power of Resets in Online Reinforcement Learning

Zakaria Mhammedi, Dylan J. Foster, Alexander Rakhlin

2024-04-23

A Dual Perspective of Reinforcement Learning for Imposing Policy Constraints

Bram De Cooman, Johan Suykens

2024-04-25

The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise

Shuze Liu, Shuhang Chen, Shangtong Zhang

2024-04-29

What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning

Zhihong Deng, Jing Jiang, Guodong Long, Chengqi Zhang

2024-04-28

Deep Reinforcement Learning in Parameterized Action Space

Matthew Hausknecht, Peter Stone

2024-05-03

ReinWiFi: A Reinforcement-Learning-Based Framework for the Application-Layer QoS Optimization of WiFi Networks

Qianren Li, Bojie Lv, Yuncong Hong, Rui Wang

2024-05-06

Reinforcement Learning with Generative Models for Compact Support Sets

Nico Schiavone, Xingyu Li

2024-04-25

RLRF:Reinforcement Learning from Reflection through Debates as Feedback for Bias Mitigation in LLMs

Ruoxi Cheng, Haoxuan Ma, Shuirong Cao, Tianyu Shi

2024-04-28

Using deep reinforcement learning to promote sustainable human behaviour on a common pool resource problem

Raphael Koster, Miruna Pîslar, Andrea Tacchetti, Jan Balaguer, Leqi Liu, Romuald Elie, Oliver P. Hauser, Karl Tuyls, Matt Botvinick, Christopher Summerfield

2024-04-23

Research on Robot Path Planning Based on Reinforcement Learning

Wang Ruiqi

2024-04-22

Unsupervised Representation Learning in Deep Reinforcement Learning: A Review

Nicolò Botteghi, Mannes Poel, Christoph Brune

2024-05-01

language

How good are Large Language Models on African Languages?

Jessica Ojo, Kelechi Ogueji, Pontus Stenetorp, David Ifeoluwa Adelani

2024-04-30

Language Fairness in Multilingual Information Retrieval

Eugene Yang, Thomas Jänich, James Mayfield, Dawn Lawrie

2024-05-02

Language Model-Based Paired Variational Autoencoders for Robotic Language Learning

Ozan Özdemir, Matthias Kerzel, Cornelius Weber, Jae Hee Lee, Stefan Wermter

2024-05-06

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

2024-04-23

What Drives Performance in Multilingual Language Models?

Sina Bagheri Nezhad, Ameeta Agrawal

2024-04-30

Unraveling the Dominance of Large Language Models Over Transformer Models for Bangla Natural Language Inference: A Comprehensive Study

Fatema Tuj Johora Faria, Mukaffi Bin Moin, Asif Iftekher Fahim, Pronay Debnath, Faisal Muhammad Shah

2024-05-05

Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language we Prompt them in

Utkarsh Agarwal, Kumar Tanmay, Aditi Khandelwal, Monojit Choudhury

2024-04-29

Evaluating and Mitigating Linguistic Discrimination in Large Language Models

Guoliang Dong, Haoyu Wang, Jun Sun, Xinyu Wang

2024-04-29

From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets

Manuel Tonneau, Diyi Liu, Samuel Fraiberger, Ralph Schroeder, Scott A. Hale, Paul Röttger

2024-04-27

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Weiran Yao, Shelby Heinecke, Juan Carlos Niebles, Zhiwei Liu, Yihao Feng, Le Xue, Rithesh Murthy, Zeyuan Chen, Jianguo Zhang, Devansh Arpit, Ran Xu, Phil Mui, Huan Wang, Caiming Xiong, Silvio Savarese

2024-05-05

IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages

Harman Singh, Nitish Gupta, Shikhar Bharadwaj, Dinesh Tewari, Partha Talukdar

2024-04-25

Layers of technology in pluriversal design. Decolonising language technology with the LiveLanguage initiative

Gertraud Koch, Gábor Bella, Paula Helm, Fausto Giunchiglia

2024-05-03

Automated Multi-Language to English Machine Translation Using Generative Pre-Trained Transformers

Elijah Pelofske, Vincent Urias, Lorie M. Liebrock

2024-04-23

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

2024-04-30

RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing

Yucheng Hu, Yuxing Lu

2024-04-30

The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics

Nikolay Bogoychev, Pinzhen Chen, Barry Haddow, Alexandra Birch

2024-04-29

No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement

Mateusz Klimaszewski, Piotr Andruszkiewicz, Alexandra Birch

2024-04-24

Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation

Jinyu Cai, Jialong Li, Mingyue Zhang, Munan Li, Chen-Shu Wang, Kenji Tei

2024-05-05

Can Perplexity Predict Fine-Tuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali

Nishant Luitel, Nirajan Bekoju, Anand Kumar Sah, Subarna Shakya

2024-04-28

Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics

James A. Michaelov, Catherine Arnett, Benjamin K. Bergen

2024-04-30

AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages

Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal, Marek Masiak, Ricardo Rei, Eleftheria Briakou, Marine Carpuat, Xuanli He, Sofia Bourhim, Andiswa Bukula, Muhidin Mohamed, Temitayo Olatoye, Tosin Adewumi, Hamam Mokayed, Christine Mwase, Wangui Kimotho, Foutse Yuehgoh, Anuoluwapo Aremu, Jessica Ojo, Shamsuddeen Hassan Muhammad, Salomey Osei, Abdul-Hakeem Omotayo, Chiamaka Chukwuneke, Perez Ogayo, Oumaima Hourrane, Salma El Anigri, Lolwethu Ndolela, Thabiso Mangwana, Shafie Abdi Mohamed, Ayinde Hassan, Oluwabusayo Olufunke Awoyomi, Lama Alkhaled, Sana Al-Azzawi, Naome A. Etori, Millicent Ochieng, Clemencia Siro, Samuel Njoroge, Eric Muchiri, Wangari Kimotho, Lyse Naomi Wamba Momo, Daud Abolade, Simbiat Ajao, Iyanuoluwa Shode, Ricky Macharm, Ruqayya Nasir Iro, Saheed S. Abdullahi, Stephen E.

2024-04-23

Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT

Patrick Krauss, Jannik Hösch, Claus Metzner, Andreas Maier, Peter Uhrig, Achim Schilling

2024-05-03

Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features

Chuanbo Hu, Wenqi Li, Mindi Ruan, Xiangxu Yu, Lynn K. Paul, Shuo Wang, Xin Li

2024-05-03

A Bionic Natural Language Parser Equivalent to a Pushdown Automaton

Zhenghao Wei, Kehua Lin, Jianlin Feng

2024-04-26

Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification

Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana-Simona Mihaita