Title
NOLO: Navigate Only Look Once Mengyu Bu Shuhao Gu Yang Feng EgoV 61 1 0 02 Aug 2024
Semantic Skill Grounding for Embodied Instruction-Following in Cross-Domain Environments Sangwoo Shin Takehiro Matsuoka Youngsoo Jang Moontae Lee Kazuya Yoshida 52 0 0 02 Aug 2024
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs Leo Micklem Yan-Bin Shen Wenjing Luo Yan Zhang Hao Liang ... Weipeng Chen Bin Cui Blair Thornton Wentao Zhang Zenan Zhou ELM 84 16 0 02 Aug 2024
AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models Daqin Luo Chengjian Feng Yuxuan Nong Yiqing Shen 42 5 0 01 Aug 2024
Intermittent Semi-working Mask: A New Masking Paradigm for LLMs Mingcong Lu Jiangcai Zhu Wang Hao Zheng Li Shusheng Zhang Kailai Shao Chao Chen Nan Li Feng Wang Xin Lu 48 0 0 01 Aug 2024
GalleryGPT: Analyzing Paintings with Large Multimodal Models Yi Bin Wenhao Shi Yujuan Ding Zhiqiang Hu Zheng Wang Yang Yang See-Kiong Ng H. Shen MLLM 43 11 0 01 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 56 2 0 01 Aug 2024
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks Jy-yong Sohn Dohyun Kwon Seoyeon An Kangwook Lee 54 0 0 01 Aug 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 31 22 0 31 Jul 2024
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities Ming Zhang Caishuang Huang Yilong Wu Shichun Liu Huiyuan Zheng ... Jun Zhao Junjie Ye Qi Zhang Tao Gui Xuanjing Huang 62 2 0 31 Jul 2024
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2 Lv Tang Bo Li VLM 40 7 0 31 Jul 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 53 5 0 31 Jul 2024
KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making Kuo Wang Pingping Zhang AIFin 24 1 0 31 Jul 2024
Autonomous Improvement of Instruction Following Skills via Foundation Models Zhiyuan Zhou P. Atreya Abraham Lee Homer Walke Oier Mees Sergey Levine 37 11 0 30 Jul 2024
Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language Hossein Rajaby Faghihi Aliakbar Nafar Andrzej Uszok Hamid Karimian Parisa Kordjamshidi 39 0 0 30 Jul 2024
AI-Assisted Generation of Difficult Math Questions Vedant Shah Dingli Yu Kaifeng Lyu Simon Park Nan Rosemary Ke ... Yoshua Bengio Sanjeev Arora Anirudh Goyal Sanjeev Arora Anirudh Goyal 53 16 0 30 Jul 2024
Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing Ekaterina Iakovleva Fabio Pizzati Philip Torr Stéphane Lathuiliere DiffM 41 0 0 29 Jul 2024
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey Jiangfei Duan Shuo Zhang Zerui Wang Lijuan Jiang Wenwen Qu ... Dahua Lin Yonggang Wen Xin Jin Tianwei Zhang Peng Sun 73 8 0 29 Jul 2024
Revolutionizing Urban Safety Perception Assessments: Integrating Multimodal Large Language Models with Street View Images Jiaxin Zhanga Yunqin Lia Tomohiro Fukudab Bowen Wang 43 1 0 29 Jul 2024
Logic Distillation: Learning from Code Function by Function for Planning and Decision-making Dong Chen Shilin Zhang Fei Gao Yueting Zhuang Siliang Tang Qidong Liu Mingliang Xu LRM 35 0 0 28 Jul 2024
NVC-1B: A Large Neural Video Coding Model Xihua Sheng Chuanbo Tang Li Li Dong Liu Feng Wu 3DV VLM 52 3 0 28 Jul 2024
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review Tongyue Shi Jun Ma Zihan Yu Haowei Xu Minqi Xiong Meirong Xiao Yilin Li Huiying Zhao Guilan Kong 55 1 0 27 Jul 2024
Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models Jia-Hong Huang Chao-Chun Yang Yixian Shen A. M. Pacces Evangelos Kanoulas ELM AILaw 62 6 0 26 Jul 2024
The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs Aleix Sant Carlos Escolano Audrey Mash Francesca de Luca Fornaciari Maite Melero 38 4 0 26 Jul 2024
Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning Tianduo Wang Shichen Li Wei Lu LRM AI4CE 53 14 1 25 Jul 2024
Difficulty Estimation and Simplification of French Text Using LLMs Henri Jamet Yash Raj Shrestha Michalis Vlachos 35 2 0 25 Jul 2024
Ontology of Belief Diversity: A Community-Based Epistemological Approach Tyler Fischella Erin van Liemt Qiuyi Qiuyi Zhang 32 0 0 25 Jul 2024
Know Your Limits: A Survey of Abstention in Large Language Models Bingbing Wen Jihan Yao Shangbin Feng Chenjun Xu Yulia Tsvetkov Bill Howe Lucy Lu Wang 61 11 0 25 Jul 2024
$u-$\mu$P: The Unit-Scaled Maximal Update Parametrization$ u- $\mu$ P: The Unit-Scaled Maximal Update Parametrization Charlie Blake C. Eichenberg Josef Dean Lukas Balles Luke Y. Prince Bjorn Deiseroth Andres Felipe Cruz Salinas Carlo Luschi Samuel Weinbach Douglas Orr 61 10 0 24 Jul 2024
$VILA^2$ : VILA Augmented VILA Yunhao Fang Ligeng Zhu Yao Lu Yan Wang Pavlo Molchanov Jang Hyun Cho Marco Pavone Song Han Hongxu Yin VLM 49 7 0 24 Jul 2024
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism Hyuk Namgoong Jeesu Jung Sangkeun Jung Yoonhyung Roh 49 1 0 24 Jul 2024
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications Cui Long Yongbin Liu Chunping Ouyang Ying Yu 49 4 0 24 Jul 2024
Course-Correction: Safety Alignment Using Synthetic Preferences Rongwu Xu Yishuo Cai Zhenhong Zhou Renjie Gu Haiqin Weng Yan Liu Tianwei Zhang Wei Xu Han Qiu 42 4 0 23 Jul 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 65 1 0 23 Jul 2024
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning Pin-Jie Lin Miaoran Zhang Marius Mosbach Dietrich Klakow 38 0 0 23 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 47 9 0 22 Jul 2024
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability Zhuoyan Xu Zhenmei Shi Yingyu Liang CoGe LRM 40 28 0 22 Jul 2024
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning Xiangyang Qu Jing Yu Keke Gai Jiamin Zhuang Yuanmin Tang Gang Xiong Gaopeng Gou Qi Wu 54 3 0 22 Jul 2024
Building Machines that Learn and Think with People Katherine M. Collins Ilia Sucholutsky Umang Bhatt Kartik Chandra Lionel Wong ... Mark K. Ho Vikash K. Mansinghka Adrian Weller Joshua B. Tenenbaum Thomas Griffiths 59 30 0 22 Jul 2024
MINI-SEQUENCE TRANSFORMER: Optimizing Intermediate Memory for Long Sequences Training Cheng Luo Jiawei Zhao Zhuoming Chen Beidi Chen A. Anandkumar 37 3 0 22 Jul 2024
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models Amir Mohammad Karimi Mamaghan Samuele Papa Karl Henrik Johansson Stefan Bauer Andrea Dittadi OCL 53 5 0 22 Jul 2024
VideoGameBunny: Towards vision assistants for video games Mohammad Reza Taesiri Cor-Paul Bezemer VLM MLLM 35 2 0 21 Jul 2024
Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives D. Hagos Rick Battle Danda B. Rawat LM&MA OffRL 50 23 0 20 Jul 2024
Overview of AI-Debater 2023: The Challenges of Argument Generation Tasks Jiayu Lin Guanrong Chen Bojun Jin Chenyang Li Shutong Jia ... R. Xu Long Zhang Jiuxin Cao Ting Jin Zhongyu Wei 44 1 0 20 Jul 2024
Adversarial Databases Improve Success in Retrieval-based Large Language Models Sean Wu Michael Koo Li Yo Kao Andy Black L. Blum Fabien Scalzo Ira Kurtz RALM 38 0 0 19 Jul 2024
Foundation Models for Autonomous Robots in Unstructured Environments Hossein Naderi Alireza Shojaei Lifu Huang LM&Ro 54 0 0 19 Jul 2024
LAPIS: Language Model-Augmented Police Investigation System Heedou Kim Dain Kim Jiwoo Lee Chanwoong Yoon Donghee Choi Mogan Gim Jaewoo Kang RALM 35 1 0 19 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 47 8 0 19 Jul 2024
Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference Optimization Md Sultan al Nahian R. Kavuluru MedIm AI4CE 46 0 0 19 Jul 2024
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies Chaofan Tao Qian Liu Longxu Dou Niklas Muennighoff Zhongwei Wan Ping Luo Min Lin Ngai Wong PILM 60 47 0 18 Jul 2024