Title
Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models Zuyan Liu Yuhao Dong Yongming Rao Jie Zhou Jiwen Lu LRM 27 13 0 19 Mar 2024
When Do We Not Need Larger Vision Models? Baifeng Shi Ziyang Wu Maolin Mao Xin Wang Trevor Darrell VLM LRM 54 42 0 19 Mar 2024
Dated Data: Tracing Knowledge Cutoffs in Large Language Models Jeffrey Cheng Marc Marone Orion Weller Dawn J Lawrie Daniel Khashabi Benjamin Van Durme 67 13 0 19 Mar 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding Anwen Hu Haiyang Xu Jiabo Ye Mingshi Yan Liang Zhang ... Chen Li Ji Zhang Qin Jin Fei Huang Jingren Zhou VLM 47 106 0 19 Mar 2024
MELTing point: Mobile Evaluation of Language Transformers Stefanos Laskaridis Kleomenis Katevas Lorenzo Minto Hamed Haddadi 29 21 0 19 Mar 2024
Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models Zhixue Zhao Nikolaos Aletras 37 3 0 19 Mar 2024
RelationVLM: Making Large Vision-Language Models Understand Visual Relations Zhipeng Huang Zhizheng Zhang Zheng-Jun Zha Yan Lu Baining Guo VLM 44 3 0 19 Mar 2024
Automated Data Curation for Robust Language Model Fine-Tuning Jiuhai Chen Jonas W. Mueller ALM 42 20 0 19 Mar 2024
Towards Multimodal In-Context Learning for Vision & Language Models Sivan Doveh Shaked Perek M. Jehanzeb Mirza Wei Lin Amit Alfassy Assaf Arbelle S. Ullman Leonid Karlinsky VLM 114 14 0 19 Mar 2024
AffineQuant: Affine Transformation Quantization for Large Language Models Yuexiao Ma Huixia Li Xiawu Zheng Feng Ling Xuefeng Xiao Rui Wang Shilei Wen Rongrong Ji Rongrong Ji MQ 43 20 0 19 Mar 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Yuanhuiyi Lyu Xueye Zheng Jiazhou Zhou Lin Wang 42 18 0 19 Mar 2024
Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization Haocheng Xi Yuxiang Chen Kang Zhao Kaijun Zheng Jianfei Chen Jun Zhu MQ 45 21 0 19 Mar 2024
Third-Party Language Model Performance Prediction from Instruction Rahul Nadkarni Yizhong Wang Noah A. Smith ELM LRM 53 0 0 19 Mar 2024
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis Yifan Peng Ilia Kulikov Yilin Yang Sravya Popuri Hui Lu Changhan Wang Hongyu Gong 38 1 0 19 Mar 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners Chi Hu Yuan Ge Xiangnan Ma Hang Cao Qiang Li Yonghua Yang Tong Xiao Jingbo Zhu ReLM ELM LRM ALM 45 9 0 19 Mar 2024
Advancing Time Series Classification with Multimodal Language Modeling Mingyue Cheng Yiheng Chen Qi Liu Zhiding Liu Yucong Luo AI4TS 40 11 0 19 Mar 2024
Towards Better Statistical Understanding of Watermarking LLMs Zhongze Cai Shang Liu Hanzhao Wang Huaiyang Zhong Xiaocheng Li 18 6 0 19 Mar 2024
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 59 12 0 19 Mar 2024
Improving LoRA in Privacy-preserving Federated Learning Youbang Sun Zitao Li Yaliang Li Bolin Ding 35 61 0 18 Mar 2024
MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control Enshen Zhou Yiran Qin Zhen-fei Yin Yuzhou Huang Ruimao Zhang Lu Sheng Yu Qiao Jing Shao LM&Ro AI4CE 50 34 0 18 Mar 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Kung-Hsiang Huang Hou Pong Chan Yi R. Fung Haoyi Qiu Mingyang Zhou Chenyu You Shih-Fu Chang Chenhui Xu AI4TS 72 18 0 18 Mar 2024
Language Evolution with Deep Learning Mathieu Rita Paul Michel Rahma Chaabouni Olivier Pietquin Emmanuel Dupoux Florian Strub 34 2 0 18 Mar 2024
A Closer Look at Claim Decomposition Miriam Wanner Seth Ebner Zhengping Jiang Mark Dredze Benjamin Van Durme 49 18 0 18 Mar 2024
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite Yifei Yuan Chen Shi Runze Wang Liyi Chen Renjun Hu Zengming Zhang Feijun Jiang Wai Lam 28 0 0 18 Mar 2024
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao Jiasheng Tang Yizeng Han Yibing Song Kai Wang Gao Huang F. Wang Yang You 40 11 0 18 Mar 2024
LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images Ruyi Xu Yuan Yao Zonghao Guo Junbo Cui Zanlin Ni Chunjiang Ge Tat-Seng Chua Zhiyuan Liu Maosong Sun Gao Huang VLM MLLM 37 105 0 18 Mar 2024
DEE: Dual-stage Explainable Evaluation Method for Text Generation Shenyu Zhang Yu Li Rui Wu Xiutian Huang Yongrui Chen Wenhao Xu Guilin Qi 24 1 0 18 Mar 2024
Word Order's Impacts: Insights from Reordering and Generation Analysis Qinghua Zhao Jiaang Li Lei Li Zenghui Zhou Junfeng Liu 38 0 0 18 Mar 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions Yifan Wang Yafei Liu Chufan Shi Haoling Li Chen Chen H. Lu Yujiu Yang CLL 39 27 0 18 Mar 2024
FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines Jiaao He Jidong Zhai 45 27 0 18 Mar 2024
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression Junyuan Hong Jinhao Duan Chenhui Zhang Zhangheng Li Chulin Xie ... B. Kailkhura Dan Hendrycks Dawn Song Zhangyang Wang Bo-wen Li 39 25 0 18 Mar 2024
Improving Dialogue Agents by Decomposing One Global Explicit Annotation with Local Implicit Multimodal Feedback Dong Won Lee Hae Won Park Yoon Kim C. Breazeal Louis-Philippe Morency 32 0 0 17 Mar 2024
SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant Guohao Sun Can Qin Jiamian Wang Zeyuan Chen Ran Xu Zhiqiang Tao MLLM VLM LRM 37 9 0 17 Mar 2024
ManipVQA: Injecting Robotic Affordance and Physically Grounded Information into Multi-Modal Large Language Models Siyuan Huang Iaroslav Ponomarenko Zhengkai Jiang Xiaoqi Li Xiaobin Hu Peng Gao Hongsheng Li Hao Dong LM&Ro 37 17 0 17 Mar 2024
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization Mengsha Liu Daoyuan Chen Yaliang Li Guian Fang Ying Shen 43 18 0 17 Mar 2024
Decoding Continuous Character-based Language from Non-invasive Brain Recordings Cenyuan Zhang Xiaoqing Zheng Ruicheng Yin Shujie Geng Jianhan Xu ... Changze Lv Zixuan Ling Xuanjing Huang Miao Cao Jianfeng Feng 41 0 0 17 Mar 2024
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models Yongtao Ge Wenjia Wang Yongfan Chen Hao Chen Chunhua Shen 3DH 45 8 0 17 Mar 2024
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models Yuzhao Heng Chun-Ying Deng Yitong Li Yue Yu Yinghao Li Rongzhi Zhang Chao Zhang 33 4 0 17 Mar 2024
Zero-shot Generative Linguistic Steganography Ke Lin Yiyang Luo Zijian Zhang Ping Luo 25 2 0 16 Mar 2024
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment Tianhe Wu Kede Ma Jie Liang Yujiu Yang Lei Zhang 34 19 0 16 Mar 2024
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation Mariia Khan Yue Qiu Yuren Cong Jumana Abu-Khalaf David Suter Bodo Rosenhahn 40 4 0 16 Mar 2024
Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning Dongmin Park Zhaofang Qian Guangxing Han Ser-Nam Lim MLLM 48 0 0 15 Mar 2024
Using an LLM to Turn Sign Spottings into Spoken Language Sentences Ozge Mercanoglu Necati Cihan Camgöz Richard Bowden SLR 45 4 0 15 Mar 2024
SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores Vidminas Vizgirda Rui Zhao Naman Goel 38 2 0 15 Mar 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models Rocktim Jyoti Das Simeon Emilov Hristov Haonan Li Dimitar Iliyanov Dimitrov Ivan Koychev Preslav Nakov CoGe ELM 77 14 0 15 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 32 10 0 15 Mar 2024
Uni-SMART: Universal Science Multimodal Analysis and Research Transformer Hengxing Cai Xiaochen Cai Shuwen Yang Jiankun Wang Lin Yao ... Mujie Lin Yaqi Li Yuqi Yin Linfeng Zhang Guolin Ke OffRL 25 1 0 15 Mar 2024
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models Weihang Su Yichen Tang Qingyao Ai Zhijing Wu Yiqun Liu 3DV RALM AI4TS SyDa 61 19 0 15 Mar 2024
Language to Map: Topological map generation from natural language path instructions Hideki Deguchi Kazuki Shibata Shun Taguchi 39 3 0 15 Mar 2024
Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Jingyi Xu Weidong Yang Lingdong Kong You-Chen Liu Rui Zhang Qingyuan Zhou Ben Fei 58 10 0 15 Mar 2024