Computer Science

Authors and titles for recent submissions

• Fri, 21 Jun 2024
• Wed, 19 Jun 2024
• Tue, 18 Jun 2024
• Mon, 17 Jun 2024
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Fri, 21 Jun 2024 (showing first 25 of 912 entries )

[1] arXiv:2406.14563 [pdf, html, other]

Title: Model Merging and Safety Alignment: One Bad Model Spoils the Bunch

Hasan Abed Al Kader Hammoud, Umberto Michieli, Fabio Pizzati, Philip Torr, Adel Bibi, Bernard Ghanem, Mete Ozay

Comments: Under review

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[2] arXiv:2406.14562 [pdf, html, other]

Title: Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities

Sachit Menon, Richard Zemel, Carl Vondrick

Comments: Project website: this http URL

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[3] arXiv:2406.14561 [pdf, html, other]

Title: How to Compute the Probability of a Word

Tiago Pimentel, Clara Meister

Subjects: Computation and Language (cs.CL)

[4] arXiv:2406.14559 [pdf, html, other]

Title: Disentangled Representation Learning for Environment-agnostic Speaker Recognition

KiHyun Nam, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung

Comments: Interspeech 2024. The official webpage can be found at this https URL

Subjects: Sound (cs.SD); Audio and Speech Processing (eess.AS)

[5] arXiv:2406.14558 [pdf, html, other]

Title: CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics

Jiawei Gao, Ziqin Wang, Zeqi Xiao, Jingbo Wang, Tai Wang, Jinkun Cao, Xiaolin Hu, Si Liu, Jifeng Dai, Jiangmiao Pang

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI)

[6] arXiv:2406.14557 [pdf, html, other]

Title: Generalized upwind summation-by-parts operators and their application to nodal discontinuous Galerkin methods

Jan Glaubitz, Hendrik Ranocha, Andrew R. Winters, Michael Schlottke-Lakemper, Philipp Öffner, Gregor Gassner

Subjects: Numerical Analysis (math.NA)

[7] arXiv:2406.14556 [pdf, html, other]

Title: Asynchronous Large Language Model Enhanced Planner for Autonomous Driving

Yuan Chen, Zi-han Ding, Ziqin Wang, Yan Wang, Lijun Zhang, Si Liu

Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)

[8] arXiv:2406.14555 [pdf, html, other]

Title: A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models

Xincheng Shuai, Henghui Ding, Xingjun Ma, Rongcheng Tu, Yu-Gang Jiang, Dacheng Tao

Comments: Project Page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[9] arXiv:2406.14553 [pdf, html, other]

Title: xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics

Daniil Larionov, Mikhail Seleznyov, Vasiliy Viskov, Alexander Panchenko, Steffen Eger

Subjects: Computation and Language (cs.CL)

[10] arXiv:2406.14551 [pdf, html, other]

Title: Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation

Eyal Michaeli, Ohad Fried

Comments: Under review. Code is available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[11] arXiv:2406.14550 [pdf, html, other]

Title: GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models

Shilong Li, Yancheng He, Hangyu Guo, Xingyuan Bu, Ge Bai, Jie Liu, Jiaheng Liu, Xingwei Qu, Yangguang Li, Wanli Ouyang, Wenbo Su, Bo Zheng

Comments: The first four authors contributed equally, 27 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[12] arXiv:2406.14549 [pdf, html, other]

Title: Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Large Language Models

Sunny Duan, Mikail Khona, Abhiram Iyer, Rylan Schaeffer, Ila R Fiete

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neurons and Cognition (q-bio.NC)

[13] arXiv:2406.14548 [pdf, html, other]

Title: Consistency Models Made Easy

Zhengyang Geng, Ashwini Pokle, William Luo, Justin Lin, J. Zico Kolter

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)

[14] arXiv:2406.14546 [pdf, html, other]

Title: Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

Johannes Treutlein, Dami Choi, Jan Betley, Cem Anil, Samuel Marks, Roger Baker Grosse, Owain Evans

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[15] arXiv:2406.14545 [pdf, html, other]

Title: Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems

Đorđe Klisura, Anthony Rios

Subjects: Computation and Language (cs.CL)

[16] arXiv:2406.14544 [pdf, html, other]

Title: Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs

Yuxuan Qiao, Haodong Duan, Xinyu Fang, Junming Yang, Lin Chen, Songyang Zhang, Jiaqi Wang, Dahua Lin, Kai Chen

Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)

[17] arXiv:2406.14541 [pdf, html, other]

Title: Are LLMs Naturally Good at Synthetic Tabular Data Generation?

Shengzhe Xu, Cho-Ting Lee, Mandar Sharma, Raquib Bin Yousuf, Nikhil Muralidhar, Naren Ramakrishnan

Subjects: Machine Learning (cs.LG)

[18] arXiv:2406.14540 [pdf, html, other]

Title: IRASim: Learning Interactive Real-Robot Action Simulators

Fangqi Zhu, Hongtao Wu, Song Guo, Yuxiao Liu, Chilam Cheang, Tao Kong

Comments: Opensource, project website: this https URL

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[19] arXiv:2406.14539 [pdf, html, other]

Title: Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps

Nikita Starodubcev, Mikhail Khoroshikh, Artem Babenko, Dmitry Baranchuk

Comments: Project page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[20] arXiv:2406.14537 [pdf, html, other]

Title: MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading

Chuqiao Zong, Chaojie Wang, Molei Qin, Lei Feng, Xinrun Wang, Bo An

Comments: Accepted to KDD 2024

Subjects: Machine Learning (cs.LG); Trading and Market Microstructure (q-fin.TR)

[21] arXiv:2406.14532 [pdf, html, other]

Title: RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold

Amrith Setlur, Saurabh Garg, Xinyang Geng, Naman Garg, Virginia Smith, Aviral Kumar

Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)

[22] arXiv:2406.14529 [pdf, html, other]

Title: A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data

Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[23] arXiv:2406.14528 [pdf, html, other]

Title: DeciMamba: Exploring the Length Extrapolation Potential of Mamba

Assaf Ben-Kish, Itamar Zimerman, Shady Abu-Hussein, Nadav Cohen, Amir Globerson, Lior Wolf, Raja Giryes

Comments: Link To Official Implementation: this https URL

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[24] arXiv:2406.14526 [pdf, html, other]

Title: Fantastic Copyrighted Beasts and How (Not) to Generate Them

Luxi He, Yangsibo Huang, Weijia Shi, Tinghao Xie, Haotian Liu, Yue Wang, Luke Zettlemoyer, Chiyuan Zhang, Danqi Chen, Peter Henderson

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)

[25] arXiv:2406.14525 [pdf, html, other]

Title: Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning

Adriano Vinhas, João Correia, Penousal Machado

Comments: IEEE World Congress on Computational Intelligence (WCCI) 2024; Keywords: NeuroEvolution, Deep Learning, Evolutionary Machine Learning

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)