Machine Learning

Papers filed under cs.LG on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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30,181 to 30,240 of 32,934

Kolmogorov-Arnold Networks (KANs) for Time Series Analysis
Cristian J. Vaca-Rubio, Luis Blanco, Roberto Pereira +1
eess.SPcs.AIcs.LGarXiv:2405.08790v22024
Recommender Systems with Generative Retrieval
Shashank Rajput, Nikhil Mehta, Anima Singh +10
cs.IRcs.LGarXiv:2305.05065v32023
A Hitchhiker's Guide to Scaling Law Estimation
Leshem Choshen, Yang Zhang, Jacob Andreas
cs.LGcs.AIcs.CLarXiv:2410.11840v22024
Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI
Yang Liu, Weixing Chen, Yongjie Bai +4
cs.CVcs.AIcs.LGarXiv:2407.06886v82024
Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?
Arjun Majumdar, Karmesh Yadav, Sergio Arnaud +12
cs.CVcs.AIcs.LGarXiv:2303.18240v22023
Small Language Models: Survey, Measurements, and Insights
Zhenyan Lu, Xiang Li, Dongqi Cai +5
cs.CLcs.AIcs.LGarXiv:2409.15790v32024
InceptionNeXt: When Inception Meets ConvNeXt
Weihao Yu, Pan Zhou, Shuicheng Yan +1
cs.CVcs.AIcs.LGarXiv:2303.16900v32023
HumanPlus: Humanoid Shadowing and Imitation from Humans
Zipeng Fu, Qingqing Zhao, Qi Wu +2
cs.ROcs.AIcs.CVarXiv:2406.10454v12024
Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework
Elham Nasarian, Roohallah Alizadehsani, U. Rajendra Acharya +1
cs.AIcs.HCcs.LGarXiv:2311.11055v22023
MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
Shrey Pandit, Jiawei Xu, Junyuan Hong +4
cs.CLcs.AIcs.LGarXiv:2502.14302v12025
Emu Edit: Precise Image Editing via Recognition and Generation Tasks
Shelly Sheynin, Adam Polyak, Uriel Singer +5
cs.CVcs.AIcs.LGarXiv:2311.10089v12023
Behavior Generation with Latent Actions
Seungjae Lee, Yibin Wang, Haritheja Etukuru +3
cs.LGcs.AIcs.ROarXiv:2403.03181v22024
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
Zemin Liu, Xingtong Yu, Yuan Fang +1
cs.LGcs.CLarXiv:2302.08043v32023
Weak baselines and reporting biases lead to overoptimism in machine learning for fluid-related partial differential equations
Nick McGreivy, Ammar Hakim
math.NAcs.LGphysics.flu-dynarXiv:2407.07218v12024
Jailbreak Attacks and Defenses Against Large Language Models: A Survey
Sibo Yi, Yule Liu, Zhen Sun +5
cs.CRcs.AIcs.CLarXiv:2407.04295v22024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing
Zhecheng Wang, Rajanie Prabha, Tianyuan Huang +2
cs.CVcs.AIcs.LGarXiv:2312.12856v12023
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
Yuxin Zuo, Shang Qu, Yifei Li +6
cs.AIcs.CLcs.CVarXiv:2501.18362v32025
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar
Jamie Tolan, Hung-I Yang, Ben Nosarzewski +13
cs.CVcs.LGarXiv:2304.07213v32023
Learning Visuotactile Skills with Two Multifingered Hands
Toru Lin, Yu Zhang, Qiyang Li +4
cs.ROcs.AIcs.CVarXiv:2404.16823v22024
Diffusion Adversarial Post-Training for One-Step Video Generation
Shanchuan Lin, Xin Xia, Yuxi Ren +3
cs.CVcs.AIcs.LGarXiv:2501.08316v32025
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
Tsendsuren Munkhdalai, Manaal Faruqui, Siddharth Gopal
cs.CLcs.AIcs.LGarXiv:2404.07143v22024
A Survey of Resource-efficient LLM and Multimodal Foundation Models
Mengwei Xu, Wangsong Yin, Dongqi Cai +15
cs.LGcs.AIcs.DCarXiv:2401.08092v22024
Language Models can Solve Computer Tasks
Geunwoo Kim, Pierre Baldi, Stephen McAleer
cs.CLcs.AIcs.HCarXiv:2303.17491v32023
QuRating: Selecting High-Quality Data for Training Language Models
Alexander Wettig, Aatmik Gupta, Saumya Malik +1
cs.CLcs.LGarXiv:2402.09739v32024
VisionZip: Longer is Better but Not Necessary in Vision Language Models
Senqiao Yang, Yukang Chen, Zhuotao Tian +4
cs.CVcs.AIcs.CLarXiv:2412.04467v22024
Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey
Harrison Kurunathan, Hailong Huang, Kai Li +2
cs.ROcs.CVcs.LGarXiv:2211.04324v12022
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations
Milan Bhan, Jean-Noel Vittaut, Nicolas Chesneau +1
cs.LGcs.CLarXiv:2402.12038v32024
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
Xingang Guo, Fangxu Yu, Huan Zhang +2
cs.LGcs.AIcs.CLarXiv:2402.08679v22024
Albireo: Adaptive, Energy-Efficient Inference Framework for Video Object Detection on the Edge
Amir Taherin, José Cano, Bin Ren +2
cs.CVcs.ARcs.LGarXiv:2609.29648v12026
LSKNet: A Foundation Lightweight Backbone for Remote Sensing
Yuxuan Li, Xiang Li, Yimian Dai +5
cs.CVcs.LGarXiv:2403.11735v62024
NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
Minghao Shao, Sofija Jancheska, Meet Udeshi +10
cs.CRcs.AIcs.CYarXiv:2406.05590v32024
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
Jiabo Ye, Haiyang Xu, Haowei Liu +6
cs.CVcs.AIcs.CLarXiv:2408.04840v22024
Creating Trustworthy LLMs: Dealing with Hallucinations in Healthcare AI
Muhammad Aurangzeb Ahmad, Ilker Yaramis, Taposh Dutta Roy
cs.CLcs.AIcs.CVarXiv:2311.01463v12023
SimPO: Simple Preference Optimization with a Reference-Free Reward
Yu Meng, Mengzhou Xia, Danqi Chen
cs.CLcs.LGarXiv:2405.14734v32024
Comparative layer-wise analysis of self-supervised speech models
Ankita Pasad, Bowen Shi, Karen Livescu
cs.CLcs.LGcs.SDarXiv:2211.03929v32022
Deep Time Series Models: A Comprehensive Survey and Benchmark
Yuxuan Wang, Haixu Wu, Jiaxiang Dong +4
cs.LGarXiv:2407.13278v32024
Continual Learning for Large Language Models: A Survey
Tongtong Wu, Linhao Luo, Yuan-Fang Li +3
cs.CLcs.LGarXiv:2402.01364v22024
PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition
George Tsoukalas, Jasper Lee, John Jennings +5
cs.AIcs.CLcs.LGarXiv:2407.11214v22024
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao +6
cs.LGcs.AIcs.CVarXiv:2310.02279v32023
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Tuan Dinh, Yuchen Zeng, Ruisu Zhang +6
cs.LGcs.CLarXiv:2206.06565v42022
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models
Yunfei Chu, Jin Xu, Xiaohuan Zhou +5
eess.AScs.CLcs.LGarXiv:2311.07919v22023
InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management
Wonbeom Lee, Jungi Lee, Junghwan Seo +1
cs.LGcs.DCarXiv:2406.19707v12024
AudioGen: Textually Guided Audio Generation
Felix Kreuk, Gabriel Synnaeve, Adam Polyak +6
cs.SDcs.CLcs.LGarXiv:2209.15352v22022
A Manifold-Aware Topic Modeling Approach via Rank-Based Prototypes
Thiago César Castilho Almeida, Daniel Carlos Guimarães Pedronette
cs.LGcs.AIarXiv:2609.29630v12026
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya +10
cs.CVcs.LGarXiv:2306.00989v12023
RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots
Soroush Nasiriany, Abhiram Maddukuri, Lance Zhang +5
cs.ROcs.AIcs.LGarXiv:2406.02523v12024
The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions
Jun Ma, Ronald Xie, Shamini Ayyadhury +37
eess.IVcs.CVcs.LGarXiv:2308.05864v22023
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Lingjiao Chen, Matei Zaharia, James Zou
cs.LGcs.AIcs.CLarXiv:2305.05176v12023
Revisiting the "Video" in Video-Language Understanding
Shyamal Buch, Cristóbal Eyzaguirre, Adrien Gaidon +3
cs.CVcs.AIcs.CLarXiv:2206.01720v12022
Kolmogorov-Arnold Networks are Radial Basis Function Networks
Ziyao Li
cs.LGcs.AIarXiv:2405.06721v12024
Representation Engineering: A Top-Down Approach to AI Transparency
Andy Zou, Long Phan, Sarah Chen +18
cs.LGcs.AIcs.CLarXiv:2310.01405v42023
Cameras as Rays: Pose Estimation via Ray Diffusion
Jason Y. Zhang, Amy Lin, Moneish Kumar +3
cs.CVcs.LGarXiv:2402.14817v32024
Accelerating Transformer Inference for Translation via Parallel Decoding
Andrea Santilli, Silvio Severino, Emilian Postolache +4
cs.CLcs.AIcs.LGarXiv:2305.10427v12023
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review
Guangliang Cheng, Yunmeng Huang, Xiangtai Li +4
cs.CVcs.LGeess.IVarXiv:2305.05813v12023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
Yangruibo Ding, Zijian Wang, Wasi Uddin Ahmad +8
cs.LGcs.CLcs.SEarXiv:2310.11248v22023
Unique Identification of 50,000+ Virtual Reality Users from Head & Hand Motion Data
Vivek Nair, Wenbo Guo, Justus Mattern +4
cs.CRcs.LGarXiv:2302.08927v12023
Let Your Graph Do the Talking: Encoding Structured Data for LLMs
Bryan Perozzi, Bahare Fatemi, Dustin Zelle +4
cs.LGcs.AIcs.SIarXiv:2402.05862v12024
Foundation Models for Generalist Geospatial Artificial Intelligence
Johannes Jakubik, Sujit Roy, C. E. Phillips +30
cs.CVcs.LGarXiv:2310.18660v22023
AI and Memory Wall
Amir Gholami, Zhewei Yao, Sehoon Kim +3
cs.LGcs.ARcs.DCarXiv:2403.14123v12024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
Abolfazl Younesi, Mohsen Ansari, MohammadAmin Fazli +3
cs.LGcs.NEarXiv:2402.15490v22024

Machine Learning

Kolmogorov-Arnold Networks (KANs) for Time Series Analysis

Recommender Systems with Generative Retrieval

A Hitchhiker's Guide to Scaling Law Estimation

Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI

Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?

Small Language Models: Survey, Measurements, and Insights

InceptionNeXt: When Inception Meets ConvNeXt

HumanPlus: Humanoid Shadowing and Imitation from Humans

Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Emu Edit: Precise Image Editing via Recognition and Generation Tasks

Behavior Generation with Latent Actions

GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks

Weak baselines and reporting biases lead to overoptimism in machine learning for fluid-related partial differential equations

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar

Learning Visuotactile Skills with Two Multifingered Hands

Diffusion Adversarial Post-Training for One-Step Video Generation

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

A Survey of Resource-efficient LLM and Multimodal Foundation Models

Language Models can Solve Computer Tasks

QuRating: Selecting High-Quality Data for Training Language Models

VisionZip: Longer is Better but Not Necessary in Vision Language Models

Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey

Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations

COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability

Albireo: Adaptive, Energy-Efficient Inference Framework for Video Object Detection on the Edge

LSKNet: A Foundation Lightweight Backbone for Remote Sensing

NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Creating Trustworthy LLMs: Dealing with Hallucinations in Healthcare AI

SimPO: Simple Preference Optimization with a Reference-Free Reward

Comparative layer-wise analysis of self-supervised speech models

Deep Time Series Models: A Comprehensive Survey and Benchmark

Continual Learning for Large Language Models: A Survey

PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks

Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management

AudioGen: Textually Guided Audio Generation

A Manifold-Aware Topic Modeling Approach via Rank-Based Prototypes

Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles

RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots

The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions

FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Revisiting the "Video" in Video-Language Understanding

Kolmogorov-Arnold Networks are Radial Basis Function Networks

Representation Engineering: A Top-Down Approach to AI Transparency

Cameras as Rays: Pose Estimation via Ray Diffusion

Accelerating Transformer Inference for Translation via Parallel Decoding

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review

CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion

Unique Identification of 50,000+ Virtual Reality Users from Head & Hand Motion Data

Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Foundation Models for Generalist Geospatial Artificial Intelligence

AI and Memory Wall

A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends