Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. 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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48,721 to 48,780 of 119,968

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
Joshua Ainslie, James Lee-Thorp, Michiel de Jong +3
cs.CLcs.LGarXiv:2305.13245v32023
Autoregressive Image Generation using Residual Quantization
Doyup Lee, Chiheon Kim, Saehoon Kim +2
cs.CVcs.LGarXiv:2203.01941v22022
Neuromorphic architectures as numerical solvers for computational neuroscience
Jakob Jordan, Ole Richter, Congyang Li +2
cs.ARq-bio.QMarXiv:2608.28387v12026
No Task Vector Is an Island: A Comprehensive Study on the Composability of Task Vectors from On-Policy Distillation
Jingang Zhou, Feiyu Han, Han Zhu +6
cs.LGarXiv:2609.39405v12026
One-D-Piece: Image Tokenizer Meets Quality-Controllable Compression
Keita Miwa, Kento Sasaki, Hidehisa Arai +2
cs.CVcs.LGarXiv:2501.10064v12025
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
Joowon Kim, Seungho Shin, Joonhyung Park +1
cs.CVarXiv:2605.08735v12026
SAGE: Semantic Anchor-Guided Evolution for Grounded Medical QA Data Synthesis
Chuan Li, Chengyu Wang, Cen Chen +3
cs.CLcs.AIarXiv:2610.08093v12026
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
Yuchen Zhuang, Xiang Chen, Tong Yu +5
cs.CLcs.AIcs.LGarXiv:2310.13227v12023
Neural Variational Inference for Text Processing
Yishu Miao, Lei Yu, Phil Blunsom
cs.CLcs.LGstat.MLarXiv:1511.06038v42015
You've Seen Enough: Quality-Constrained Image Coding for Machines
Khoa Pham-Dinh, Sanaz Nami, Hamed Rezazadegan Tavakoli +2
cs.CVcs.AIarXiv:2609.25108v12026
UniForge3D: Joint 3D Reconstruction and Generation in a Shared Anchor-Guided Space
Wenjue Chen, Wenyue Chen, Heliang Zheng +3
cs.CVarXiv:2610.15357v12026
Environments as Scaffold: Enriching Feedback to Bootstrap Self-Evolving Agents in Long-Horizon Tasks
Hongbang Yuan, Zhuoran Jin, Yixin Cao
cs.LGcs.AIcs.CLarXiv:2609.08404v12026
Free the Language Model From the Vision Encoder: Semantic Serialization as a Perception Interface for Small Language Models
Cong Xu, Ravi Sankar
cs.ROcs.CLcs.CVarXiv:2609.29601v12026
BRACE: Differential Privacy for Dense Associative Memory with LSR Energy
Chang Qu, Zhaoyang Shi
cs.CRcs.LGarXiv:2610.11218v12026
An Embedding Learning Framework for Numerical Features in CTR Prediction
Huifeng Guo, Bo Chen, Ruiming Tang +3
cs.IRcs.AIcs.LGarXiv:2012.08986v22020
Understanding the Role of Training Regimes in Continual Learning
Seyed Iman Mirzadeh, Mehrdad Farajtabar, Razvan Pascanu +1
cs.LGcs.NEstat.MLarXiv:2006.06958v12020
SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation
Yuying Ge, Sijie Zhao, Jinguo Zhu +6
cs.CVarXiv:2404.14396v22024
VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities
Weizhe Wang, Wei Ma, Qiang Hu +6
cs.SEcs.CRarXiv:2509.03331v12025
LangBP: Language-Guided Reasoning and Acting for Joint Bidding and Pricing
Jiaqi Ding, Chuan Yang, Linghui Meng +5
cs.GTarXiv:2608.30343v12026
Breaking the Limits of Message Passing Graph Neural Networks
Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère +3
cs.LGcs.AIarXiv:2106.04319v12021
Ensemble of Convolutional Neural Networks for StrokePrediction: Towards Improved Diagnostic Accuracy
Md Shahriar Sajid
cs.CVcs.AIarXiv:2608.24771v12026
Mr.LHDR: A Benchmark for Multimodal Real-World Long-Horizon Deep Research Agents
Minghao Guo, Meng Cao, Sui Zhao +10
cs.AIarXiv:2609.11318v12026
Cascade Speculative Drafting for Even Faster LLM Inference
Ziyi Chen, Xiaocong Yang, Jiacheng Lin +3
cs.LGcs.CLarXiv:2312.11462v52023
DuoRate: Two-Rate Per-Expert Precision Allocation for Mixture-of-Experts Serving
Mengqi Guo, Zhe Wei, Yuan Yuan +3
cs.LGarXiv:2610.13328v12026
EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses
Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
cs.SDcs.SYeess.SYarXiv:1602.05702v42016
Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression
Allan Raventós, Mansheej Paul, Feng Chen +1
cs.LGcs.AIcs.CLarXiv:2306.15063v22023
Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning
Dian Zheng, Manyuan Zhang, Hongyu Li +4
cs.CVarXiv:2605.21487v22026
Language Models Use Trigonometry to Do Addition
Subhash Kantamneni, Max Tegmark
cs.AIcs.CLcs.LGarXiv:2502.00873v12025
Counterfactual Contrastive Analysis
Yunlong He, Pietro Gori
cs.CVcs.AIarXiv:2608.19032v12026
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Chunting Zhou, Lili Yu, Arun Babu +7
cs.AIcs.CVarXiv:2408.11039v12024
A Discontinuous Galerkin Method for the Intrinsic Beam Model with Kelvin-Voigt Damping
Shivam Sundriyal, Christian Bleffert, Lukas Dreyer +3
math.NAcs.NAarXiv:2609.08397v12026
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning
Chanwoo Park, Seungju Han, Xingzhi Guo +3
cs.AIarXiv:2502.18439v22025
RewardHarness: Self-Evolving Agentic Post-Training
Yuxuan Zhang, Penghui Du, Bo Li +11
cs.AIcs.CLcs.CVarXiv:2605.08703v12026
AANet: Adaptive Aggregation Network for Efficient Stereo Matching
Haofei Xu, Juyong Zhang
cs.CVarXiv:2004.09548v12020
Exact-Form Regret for Gradient Descent, Mirror Descent and Follow-the-Regularized-Leader
Ashkan Soleymani, Gabriele Farina, Patrick Jaillet
cs.LGcs.GTmath.OCarXiv:2609.09466v12026
Physical Layer Security in Downlink Multi-Antenna Cellular Networks
Giovanni Geraci, Harpreet S. Dhillon, Jeffrey G. Andrews +2
cs.ITmath.ITarXiv:1307.7211v12013
Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education
Wei Hung Pan, Ming Jie Chok, Jonathan Leong Shan Wong +6
cs.SEcs.AIarXiv:2401.03676v12024
Navigo: Interest Forwarding by Geolocations in Vehicular Named Data Networking
Giulio Grassi, Davide Pesavento, Giovanni Pau +2
cs.NIarXiv:1503.01713v12015
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network
Lianghao Xia, Chao Huang, Yong Xu +3
cs.IRcs.AIarXiv:2110.04002v12021
Generative Cinematographer: Composing Camera and Object Motion in 3D
Jiahan Zhang, Chaohao Yang, Namitha Guruprasad +4
cs.CVcs.AIarXiv:2610.02180v12026
Drivable 3D Gaussian Avatars
Wojciech Zielonka, Timur Bagautdinov, Shunsuke Saito +3
cs.CVarXiv:2311.08581v22023
Trex: Learning Execution Semantics from Micro-Traces for Binary Similarity
Kexin Pei, Zhou Xuan, Junfeng Yang +2
cs.CRcs.LGcs.SEarXiv:2012.08680v32020
Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning
Mohit Raghavendra, Junmo Kang, Alan Ritter
cs.LGarXiv:2502.11284v12025
Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model
Team Seedance, Heyi Chen, Siyan Chen +194
cs.CVarXiv:2512.13507v32025
Update for Decisions, Not Freshness: Goal-Oriented Status Updating and Selective Offloading at the Network Edge
Jianpeng Qi, Qiyang Zhang, Chao Liu +5
cs.DCcs.MAcs.NIarXiv:2609.01082v12026
Exploiting Known Interference as Green Signal Power for Downlink Beamforming Optimization
C. Masouros, G. Zheng
cs.ITarXiv:1505.01354v12015
When Should a World Model Move? Loss-Conditioned State Execution
Jintao Xu, Zhengyu Chen, Ben Zhang +2
cs.AIcs.LGmath.OCarXiv:2609.15801v12026
GraphGPT: Graph Instruction Tuning for Large Language Models
Jiabin Tang, Yuhao Yang, Wei Wei +5
cs.CLcs.AIarXiv:2310.13023v32023
Learning to Remember Rare Events
Łukasz Kaiser, Ofir Nachum, Aurko Roy +1
cs.LGarXiv:1703.03129v12017
Mechanistic understanding and validation of large AI models with SemanticLens
Maximilian Dreyer, Jim Berend, Tobias Labarta +4
cs.LGcs.AIarXiv:2501.05398v12025
Android Coach: Improve Online Agentic Training Efficiency with Single State Multiple Actions
Guo Gan, Yuxuan Ding, Cong Chen +3
cs.LGcs.AIarXiv:2604.07277v22026
Spectral-Driven Adaptive-Rank Optimizer for Large Language Model Reinforcement Learning with Verifiable Rewards
Zhipeng Chen, Wayne Xin Zhao, Ji-Rong Wen
cs.CLcs.LGarXiv:2610.16533v12026
LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking
Junhong Wu, Jinliang Lu, Zixuan Ren +4
cs.CLcs.AIarXiv:2508.03440v42025
Text or Pixels? It Takes Half: On the Token Efficiency of Visual Text Inputs in Multimodal LLMs
Yanhong Li, Zixuan Lan, Jiawei Zhou
cs.CLcs.AIarXiv:2510.18279v22025
FastPitch: Parallel Text-to-speech with Pitch Prediction
Adrian Łańcucki
eess.AScs.CLcs.LGarXiv:2006.06873v22020
SMT-Based Bounded Model Checking for Embedded ANSI-C Software
Lucas Cordeiro, Bernd Fischer, Joao Marques-Silva
cs.SEarXiv:0907.2072v22009
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos
Kairui Hu, Penghao Wu, Fanyi Pu +5
cs.CVcs.CLarXiv:2501.13826v12025
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL
Bing Wang, Changyu Ren, Jian Yang +8
cs.CLarXiv:2312.11242v62023
Bayesian Incentive-Compatible Bandit Exploration
Yishay Mansour, Aleksandrs Slivkins, Vasilis Syrgkanis
cs.GTarXiv:1502.04147v72015
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
Xiaoxi Li, Jiajie Jin, Guanting Dong +5
cs.CLcs.AIcs.IRarXiv:2504.21776v22025

Every paper with a summary

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Autoregressive Image Generation using Residual Quantization

Neuromorphic architectures as numerical solvers for computational neuroscience

No Task Vector Is an Island: A Comprehensive Study on the Composability of Task Vectors from On-Policy Distillation

One-D-Piece: Image Tokenizer Meets Quality-Controllable Compression

CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models

SAGE: Semantic Anchor-Guided Evolution for Grounded Medical QA Data Synthesis

ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Neural Variational Inference for Text Processing

You've Seen Enough: Quality-Constrained Image Coding for Machines

UniForge3D: Joint 3D Reconstruction and Generation in a Shared Anchor-Guided Space

Environments as Scaffold: Enriching Feedback to Bootstrap Self-Evolving Agents in Long-Horizon Tasks

Free the Language Model From the Vision Encoder: Semantic Serialization as a Perception Interface for Small Language Models

BRACE: Differential Privacy for Dense Associative Memory with LSR Energy

An Embedding Learning Framework for Numerical Features in CTR Prediction

Understanding the Role of Training Regimes in Continual Learning

SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities

LangBP: Language-Guided Reasoning and Acting for Joint Bidding and Pricing

Breaking the Limits of Message Passing Graph Neural Networks

Ensemble of Convolutional Neural Networks for StrokePrediction: Towards Improved Diagnostic Accuracy

Mr.LHDR: A Benchmark for Multimodal Real-World Long-Horizon Deep Research Agents

Cascade Speculative Drafting for Even Faster LLM Inference

DuoRate: Two-Rate Per-Expert Precision Allocation for Mixture-of-Experts Serving

EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses

Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression

Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning

Language Models Use Trigonometry to Do Addition

Counterfactual Contrastive Analysis

Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

A Discontinuous Galerkin Method for the Intrinsic Beam Model with Kelvin-Voigt Damping

MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning

RewardHarness: Self-Evolving Agentic Post-Training

AANet: Adaptive Aggregation Network for Efficient Stereo Matching

Exact-Form Regret for Gradient Descent, Mirror Descent and Follow-the-Regularized-Leader

Physical Layer Security in Downlink Multi-Antenna Cellular Networks

Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education

Navigo: Interest Forwarding by Geolocations in Vehicular Named Data Networking

Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network

Generative Cinematographer: Composing Camera and Object Motion in 3D

Drivable 3D Gaussian Avatars

Trex: Learning Execution Semantics from Micro-Traces for Binary Similarity

Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning

Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model

Update for Decisions, Not Freshness: Goal-Oriented Status Updating and Selective Offloading at the Network Edge

Exploiting Known Interference as Green Signal Power for Downlink Beamforming Optimization

When Should a World Model Move? Loss-Conditioned State Execution

GraphGPT: Graph Instruction Tuning for Large Language Models

Learning to Remember Rare Events

Mechanistic understanding and validation of large AI models with SemanticLens

Android Coach: Improve Online Agentic Training Efficiency with Single State Multiple Actions

Spectral-Driven Adaptive-Rank Optimizer for Large Language Model Reinforcement Learning with Verifiable Rewards

LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking

Text or Pixels? It Takes Half: On the Token Efficiency of Visual Text Inputs in Multimodal LLMs

FastPitch: Parallel Text-to-speech with Pitch Prediction

SMT-Based Bounded Model Checking for Embedded ANSI-C Software

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Bayesian Incentive-Compatible Bandit Exploration

WebThinker: Empowering Large Reasoning Models with Deep Research Capability

ToolChain: Efficient Action Space Navigation in Large Language Models with A Search