Daily Papers
ColorBench: Can VLMs See and Understand the Colorful World? A
Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
Yijun Liang, Ming Li, Chenrui Fan, Ziyue Li, Dang Nguyen, Kwesi Cobbina, Shweta Bhardwaj, Jiuhai Chen, Fuxiao Liu, Tianyi Zhou•Apr 10, 2025•293
BitNet b1.58 2B4T Technical Report
Shuming Ma, Hongyu Wang, Shaohan Huang, Xingxing Zhang, Ying Hu, Ting Song, Yan Xia, Furu Wei•Apr 16, 2025•271
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Jiazhan Feng, Shijue Huang, Xingwei Qu, Ge Zhang, Yujia Qin, Baoquan Zhong, Chengquan Jiang, Jinxin Chi, Wanjun Zhong•Apr 15, 2025•231
Cobra: Efficient Line Art COlorization with BRoAder References
Junhao Zhuang, Lingen Li, Xuan Ju, Zhaoyang Zhang, Chun Yuan, Ying Shan•Apr 16, 2025•171
AlayaDB: The Data Foundation for Efficient and Effective Long-context
LLM Inference
Yangshen Deng, Zhengxin You, Long Xiang, Qilong Li, Peiqi Yuan, Zhaoyang Hong, Yitao Zheng, Wanting Li, Runzhong Li, Haotian Liu, Kyriakos Mouratidis, Man Lung Yiu, Huan Li, Qiaomu Shen, Rui Mao, Bo Tang•Apr 14, 2025•171
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction
Fine-Tuning
Prabhat Pandey, Rupak Vignesh Swaminathan, K V Vijay Girish, Arunasish Sen, Jian Xie, Grant P. Strimel, Andreas Schwarz•Apr 12, 2025•121
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion
Transformers
Xingjian Leng, Jaskirat Singh, Yunzhong Hou, Zhenchang Xing, Saining Xie, Liang Zheng•Apr 14, 2025•101
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large
Vision-Language Models
Hardy Chen, Haoqin Tu, Fali Wang, Hui Liu, Xianfeng Tang, Xinya Du, Yuyin Zhou, Cihang Xie•Apr 10, 2025•71
Towards Learning to Complete Anything in Lidar
Ayca Takmaz, Cristiano Saltori, Neehar Peri, Tim Meinhardt, Riccardo de Lutio, Laura Leal-Taixé, Aljoša Ošep•Apr 16, 2025•41
Robust and Fine-Grained Detection of AI Generated Texts
Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Kanwal Mehreen, Drishti Sharma, Siddhant Gupta, Jebish Purbey, Ashay Srivastava, Subhasya TippaReddy, Arvind Reddy Bobbili, Suraj Telugara Chandrashekhar, Modabbir Adeeb, Srinadh Vura, Hamza Farooq•Apr 16, 2025•41
Vivid4D: Improving 4D Reconstruction from Monocular Video by Video
Inpainting
Jiaxin Huang, Sheng Miao, BangBnag Yang, Yuewen Ma, Yiyi Liao•Apr 15, 2025•41
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution
Chenghao Li, Chaoning Zhang, Yi Lu, Jiaquan Zhang, Qigan Sun, Xudong Wang, Jiwei Wei, Guoqing Wang, Yang Yang, Heng Tao Shen•Apr 13, 2025•11
"It's not a representation of me": Examining Accent Bias and Digital
Exclusion in Synthetic AI Voice Services
Shira Michel, Sufi Kaur, Sarah Elizabeth Gillespie, Jeffrey Gleason, Christo Wilson, Avijit Ghosh•Apr 12, 2025•11
BlockGaussian: Efficient Large-Scale Scene Novel View Synthesis via
Adaptive Block-Based Gaussian Splatting
Yongchang Wu, Zipeng Qi, Zhenwei Shi, Zhengxia Zou•Apr 12, 2025•11