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Latest Papers

January 23, 2025

Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass
Jianing Yang, Alexander Sax, Kevin J. Liang, Mikael Henaff, Hao Tang, Ang Cao, Joyce Chai, Franziska Meier, Matt Feiszli
Computer Vision Multi View 3D Reconstruction Forward Pas
CRPO: Confidence-Reward Driven Preference Optimization for Machine Translation
Guofeng Cui, Pichao Wang, Yang Liu, Zemian Ke, Zhu Liu, Vimal Bhat
Large Language Model Machine Translation New Machine View Translation Preference Optimization Model Confidence Belief Dependent Reward
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step
Ziyu Guo, Renrui Zhang, Chengzhuo Tong, Zhizheng Zhao, Peng Gao, Hongsheng Li, Pheng-Ann Heng
Chain of Thought Cross Over Step Image Generation Model Image Generator Autoregressive Image Generation
Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization
Hao Dong, Eleni Chatzi, Olga Fink
Adaptive Importance Test Time Adaptation Test Time Online Adaptation Entropy Optimization
GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing
Akashah Shabbir, Mohammed Zumri, Mohammed Bennamoun, Fahad S. Khan, Salman Khan
Fine Grained Large Multimodal Model Remote Sensing Visual Grounding Pixel Level Tetromino Pixel Image Feature Map
The Breeze 2 Herd of Models: Traditional Chinese LLMs Based on Llama with Vision-Aware and Function-Calling Capabilities
Chan-Jan Hsu, Chia-Sheng Liu, Meng-Hsi Chen, Muxi Chen, Po-Chun Hsu, Yi-Chang Chen, Da-Shan Shiu
Full Model Large Corpus Chinese Character LLaMa LlamaCare Multi Modal Language Model Vision Capability Wind Pressure Chinese LLM
IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models
Jiayi Lei, Renrui Zhang, Xiangfei Hu, Weifeng Lin, Zhen Li, Wenjian Sun, Ruoyi Du, Le Zhuo, Zhongyu Li, Xinyue Li, Shitian Zhao, Ziyu Guo, Yiting Lu, Peng Gao, Hongsheng Li
Diffusion Model Image Generation State of the Art Text to Image Model
Temporal Preference Optimization for Long-Form Video Understanding
Rui Li, Xiaohan Wang, Yuhui Zhang, Zeyu Wang, Serena Yeung-Levy
Long Form Video Understanding Temporal Grounding Temporal Understanding Temporal Adaptation
Improving Video Generation with Human Feedback
Jie Liu, Gongye Liu, Jiajun Liang, Ziyang Yuan, Xiaokun Liu, Mingwu Zheng, Xiele Wu, Qiulin Wang, Wenyu Qin, Menghan Xia, Xintao Wang, Xiaohong Liu, Fei Yang, Pengfei Wan, Di Zhang, Kun Gai, Yujiu Yang, Wanli Ouyang
Human Feedback Video Generation Reward Model Video Generation Model
PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy
Linh Tran, Timothy Castiglia, Stacy Patterson, Ana Milanova
Vertical Federated Learning Content Based Feature Differential Privacy Guarantee Private Data Analysis VFL Algorithm
Binary Diffusion Probabilistic Model
Vitaliy Kinakh, Slava Voloshynovskiy
Diffusion Probabilistic Model Image Restoration Task Denoising Model Blind Image Restoration
Analysis of Indic Language Capabilities in LLMs
Aatman Vaidya, Tarunima Prabhakar, Denny George, Swair Shah
General Analysis Medical LLM Indian Language Large Language Evaluation Datasets Low Resource Indian Language
On Learning Representations for Tabular Data Distillation
Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz, Oshani Seneviratne
Representation Learning Dataset Distillation Data Distillation Distillation Scheme
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
Linh Tran, Wei Sun, Stacy Patterson, Ana Milanova
Differential Privacy Multimodal Large Language Model Federated Prompt
PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection
Peiyuan Zhang, Junwei Luo, Xue Yang, Yi Yu, Qingyun Li, Yue Zhou, Xiaosong Jia, Xudong Lu, Jingdong Chen, Xiang Li, Junchi Yan, Yansheng Li
Single Label Oriented Object Detection Learned Symmetry Performance Limit
GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration
Yue Fan, Handong Zhao, Ruiyi Zhang, Yu Shen, Xin Eric Wang, Gang Wu
Reinforcement Learning Environment Exploration Visual Grounding Legal Autonomy Graphical User Interface New Environment Q Value
Pix2Cap-COCO: Advancing Visual Comprehension via Pixel-Level Captioning
Zuyao You, Junke Wang, Lingyu Kong, Bo He, Zuxuan Wu
Fine Grained Visual Understanding
Federated Granger Causality Learning for Interdependent Clients with State Space Representation
Ayush Mohanty, Nazal Mohamed, Paritosh Ramanan, Nagi Gebraeel
Causal Pattern Causal Direction Granger Causality Interdependent Network Industrial Data State Space Representation Centralized Data
Generating Realistic Forehead-Creases for User Verification via Conditioned Piecewise Polynomial Curves
Abhishek Tandon, Geetanjali Sharma, Gaurav Jaswal, Aditya Nigam, Raghavendra Ramachandra
Identity Verification B Spline Face Verification Personalized Image Generation Image to Image Diffusion Crease Pattern
Multimodal Sensor Dataset for Monitoring Older Adults Post Lower-Limb Fractures in Community Settings
Ali Abedi, Charlene H. Chu, Shehroz S. Khan
Sensor Data Health Outcome Forming Community Hip Fracture

Imitation Learning

Strong Generalization

Faithful Generation

Jina Embeddings

Representation Learning

Complex Reasoning

Large Language Model

Language Model

Reinforcement Learning

Neural Network

Imitation Learning

Strong Generalization

Faithful Generation

Jina Embeddings

Representation Learning

Complex Reasoning

Large Language Model

Language Model

Reinforcement Learning

Neural Network

Latest Papers

Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass

CRPO: Confidence-Reward Driven Preference Optimization for Machine Translation

Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization

GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing

The Breeze 2 Herd of Models: Traditional Chinese LLMs Based on Llama with Vision-Aware and Function-Calling Capabilities

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models

Temporal Preference Optimization for Long-Form Video Understanding

Improving Video Generation with Human Feedback

PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy

Binary Diffusion Probabilistic Model

Analysis of Indic Language Capabilities in LLMs

On Learning Representations for Tabular Data Distillation

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models

PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection

GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration

Pix2Cap-COCO: Advancing Visual Comprehension via Pixel-Level Captioning

Federated Granger Causality Learning for Interdependent Clients with State Space Representation

Generating Realistic Forehead-Creases for User Verification via Conditioned Piecewise Polynomial Curves

Multimodal Sensor Dataset for Monitoring Older Adults Post Lower-Limb Fractures in Community Settings