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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113,041 to 113,100 of 118,256

UQ: Assessing Language Models on Unsolved Questions
Fan Nie, Ken Ziyu Liu, Zihao Wang +11
cs.CLcs.AIcs.LGarXiv:2508.17580v12025
Spatial-Semantic Collaborative Cropping for User Generated Content
Yukun Su, Yiwen Cao, Jingliang Deng +2
cs.CVarXiv:2401.08086v12024
Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods
Bingshen Mu, Pengcheng Guo, Zhaokai Sun +8
eess.AScs.SDarXiv:2509.13785v12025
STeP: Signal Temporal Logic for Precise Specifications for Action Generation with Vision Language Models
Kasra Torshizi, Anukriti Singh, Sidharth Mathur +3
cs.ROarXiv:2607.18580v12026
Self-Challenging Language Model Agents
Yifei Zhou, Sergey Levine, Jason Weston +2
cs.AIcs.CLarXiv:2506.01716v12025
First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
Lai Wei, Yuting Li, Chen Wang +4
cs.CLcs.AIcs.CVarXiv:2505.22453v22025
A Survey on Self-Evolution of Large Language Models
Zhengwei Tao, Ting-En Lin, Xiancai Chen +7
cs.CLcs.AIarXiv:2404.14387v22024
Summaries:한국어
Seeing through Satellite Images at Street Views
Ming Qian, Bin Tan, Qiuyu Wang +5
cs.CVarXiv:2505.17001v22025
Linguini: A benchmark for language-agnostic linguistic reasoning
Eduardo Sánchez, Belen Alastruey, Christophe Ropers +3
cs.CLarXiv:2409.12126v12024
Imagination-Augmented Natural Language Understanding
Yujie Lu, Wanrong Zhu, Xin Eric Wang +2
cs.CLarXiv:2204.08535v32022
When Creators Meet the Metaverse: A Survey on Computational Arts
Lik-Hang Lee, Zijun Lin, Rui Hu +5
cs.CYcs.AIcs.LGarXiv:2111.13486v12021
MedGR$^2$: Breaking the Data Barrier for Medical Reasoning via Generative Reward Learning
Weihai Zhi, Jiayan Guo, Shangyang Li
cs.LGcs.AIarXiv:2508.20549v22025
TAPAS: Train-less Accuracy Predictor for Architecture Search
R. Istrate, F. Scheidegger, G. Mariani +3
cs.LGstat.MLarXiv:1806.00250v12018
Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study
Yi-Ling Chen, Tzu-Wei Huang, Kai-Han Chang +3
cs.CVarXiv:1701.01480v12017
WithAnyone: Towards Controllable and ID Consistent Image Generation
Hengyuan Xu, Wei Cheng, Peng Xing +8
cs.CVcs.AIarXiv:2510.14975v12025
Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
Haoran Sun, Yankai Jiang, Wenjie Lou +6
cs.CVcs.AIcs.CLarXiv:2506.16962v22025
TLControl: Trajectory and Language Control for Human Motion Synthesis
Weilin Wan, Zhiyang Dou, Taku Komura +3
cs.CVcs.GRarXiv:2311.17135v42023
EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents
Abhay Zala, Jaemin Cho, Han Lin +2
cs.CLcs.AIcs.LGarXiv:2403.12014v22024
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
Ye Bai, Jingping Chen, Jitong Chen +52
eess.AScs.SDarXiv:2407.04675v22024
Reducing Quantity Hallucinations in Abstractive Summarization
Zheng Zhao, Shay B. Cohen, Bonnie Webber
cs.CLarXiv:2009.13312v12020
Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos
Yi Chen, Yuying Ge, Weiliang Tang +5
cs.ROcs.AIcs.CLarXiv:2412.04445v42024
WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens
Xiaofeng Wang, Zheng Zhu, Guan Huang +3
cs.CVarXiv:2401.09985v12024
LLMQ: Efficient Lower-Precision Pretraining for Consumer GPUs
Erik Schultheis, Dan Alistarh
cs.DCcs.LGarXiv:2512.15306v12025
Reverse Engineering Financial Markets with Majority and Minority Games using Genetic Algorithms
J. Wiesinger, D. Sornette, J. Satinover
q-fin.TRcs.LGcs.MAarXiv:1002.2171v12010
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
Zifan Peng, Yule Liu, Zhen Sun +9
cs.CRcs.AIcs.SDarXiv:2505.17568v32025
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
Eric Wallace, Jens Tuyls, Junlin Wang +3
cs.CLcs.LGarXiv:1909.09251v12019
Open-SWE-Traces: Advancing Dual-Mode Multilingual Distillation for Software Engineering Agents
Wasi Uddin Ahmad, Nikolai Ludwig, Somshubra Majumdar +1
cs.SEcs.AIarXiv:2606.16038v12026
Gemstones: A Model Suite for Multi-Faceted Scaling Laws
Sean McLeish, John Kirchenbauer, David Yu Miller +5
cs.LGcs.AIarXiv:2502.06857v32025
Revisiting Distillation and Incremental Classifier Learning
Khurram Javed, Faisal Shafait
cs.LGcs.CVstat.MLarXiv:1807.02802v22018
Debate Helps Weak-to-Strong Generalization
Hao Lang, Fei Huang, Yongbin Li
cs.CLcs.AIarXiv:2501.13124v12025
Natural Is The Best: Model-Agnostic Code Simplification for Pre-trained Large Language Models
Yan Wang, Xiaoning Li, Tien Nguyen +3
cs.SEarXiv:2405.11196v12024
Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards
Jaeho Kim, Yunseok Lee, Seulki Lee
cs.AIcs.CYarXiv:2505.04966v12025
Are Large Language Models Moral Hypocrites? A Study Based on Moral Foundations
José Luiz Nunes, Guilherme F. C. F. Almeida, Marcelo de Araujo +1
cs.AIcs.CLarXiv:2405.11100v22024
From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation
Bartosz Balis, Michal Orzechowski, Piotr Kica +2
cs.AIarXiv:2604.21910v12026
JailWAM: Jailbreaking World Action Models in Robot Control
Hanqing Liu, Songping Wang, Jiahuan Long +9
cs.ROarXiv:2604.05498v22026
SEOVER: Sentence-level Emotion Orientation Vector based Conversation Emotion Recognition Model
Zaijing Li, Fengxiao Tang, Tieyu Sun +2
cs.CLcs.AIarXiv:2106.08785v22021
Unreflected Use of Tabular Data Repositories Can Undermine Research Quality
Andrej Tschalzev, Lennart Purucker, Stefan Lüdtke +3
cs.LGarXiv:2503.09159v12025
A Benchmark for Compositional Visual Reasoning
Aimen Zerroug, Mohit Vaishnav, Julien Colin +2
cs.CVcs.AIarXiv:2206.05379v12022
A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts
Alexandra Chouldechova, Chad Atalla, Solon Barocas +11
cs.CYarXiv:2412.01934v12024
DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale
Ke Du, Yimin Peng, Chao Gao +2
cs.CVarXiv:2511.04394v12025
Impact of Aliasing on Generalization in Deep Convolutional Networks
Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin +3
cs.CVcs.LGarXiv:2108.03489v12021
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights
Arun Mallya, Dillon Davis, Svetlana Lazebnik
cs.CVarXiv:1801.06519v22018
Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows
Yuhang Fu, Ruishan Fang, Jiaqi Shao +4
cs.AIarXiv:2606.05670v12026
Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation
Zhiyong Cheng, Daniel Soudry, Zexi Mao +1
cs.NEcs.CVcs.LGarXiv:1503.03562v32015
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
James Cross, Liang Huang
cs.CLarXiv:1612.06475v12016
Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates
Kuo-Chung Peng, Jiun-Cheng Jiang, Chun-Hua Lin +8
quant-phcs.AIcs.ETarXiv:2607.02363v12026
Towards Principled Unsupervised Learning
Ilya Sutskever, Rafal Jozefowicz, Karol Gregor +3
cs.LGarXiv:1511.06440v22015
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
Brenden M. Lake, Marco Baroni
cs.CLcs.AIcs.LGarXiv:1711.00350v32017
Novel technique for monitoring the performance of the LAT instrument on board the GLAST satellite
D. Paneque, A. Borgland, A. Bovier +7
astro-pharXiv:0706.1544v12007
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
Chinnadhurai Sankar, Sandeep Subramanian, Christopher Pal +2
cs.CLcs.AIcs.LGarXiv:1906.01603v22019
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
Zihao Li, Yuan Cao, Cheng Gao +5
cs.LGcs.AImath.OCarXiv:2411.10830v12024
A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics
Katharina Friedl, Noémie Jaquier, Jens Lundell +2
cs.LGarXiv:2410.18868v32024
SCORPION: Addressing Scanner-Induced Variability in Histopathology
Jeongun Ryu, Heon Song, Seungeun Lee +4
cs.CVcs.AIarXiv:2507.20907v22025
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
Hanshi Sun, Zhuoming Chen, Xinyu Yang +2
cs.CLcs.LGarXiv:2404.11912v32024
Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning
Yang Zou, Zhikun Zhang, Michael Backes +1
cs.CRcs.LGstat.MLarXiv:2009.04872v12020
VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization
Xiaoyan Cong, Haotian Yang, Angtian Wang +4
cs.CVarXiv:2512.16906v12025
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation
Qiuqiang Kong, Yin Cao, Haohe Liu +2
cs.SDeess.ASarXiv:2109.05418v12021
MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition
Yuhuan Yang, Chaofan Ma, Zhenjie Mao +3
cs.CVarXiv:2506.23283v12025
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation
Jason Li, Ravi Gadde, Boris Ginsburg +1
cs.CLcs.LGcs.SDarXiv:1811.00707v12018
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation
Chen Liu, Yasutaka Furukawa
cs.CVarXiv:1902.04478v12019

Every paper with a summary

UQ: Assessing Language Models on Unsolved Questions

Spatial-Semantic Collaborative Cropping for User Generated Content

Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods

STeP: Signal Temporal Logic for Precise Specifications for Action Generation with Vision Language Models

Self-Challenging Language Model Agents

First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training

A Survey on Self-Evolution of Large Language Models

Seeing through Satellite Images at Street Views

Linguini: A benchmark for language-agnostic linguistic reasoning

Imagination-Augmented Natural Language Understanding

When Creators Meet the Metaverse: A Survey on Computational Arts

MedGR$^2$: Breaking the Data Barrier for Medical Reasoning via Generative Reward Learning

TAPAS: Train-less Accuracy Predictor for Architecture Search

Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study

WithAnyone: Towards Controllable and ID Consistent Image Generation

Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search

TLControl: Trajectory and Language Control for Human Motion Synthesis

EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents

Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition

Reducing Quantity Hallucinations in Abstractive Summarization

Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos

WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens

LLMQ: Efficient Lower-Precision Pretraining for Consumer GPUs

Reverse Engineering Financial Markets with Majority and Minority Games using Genetic Algorithms

JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Open-SWE-Traces: Advancing Dual-Mode Multilingual Distillation for Software Engineering Agents

Gemstones: A Model Suite for Multi-Faceted Scaling Laws

Revisiting Distillation and Incremental Classifier Learning

Debate Helps Weak-to-Strong Generalization

Natural Is The Best: Model-Agnostic Code Simplification for Pre-trained Large Language Models

Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards

Are Large Language Models Moral Hypocrites? A Study Based on Moral Foundations

From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation

JailWAM: Jailbreaking World Action Models in Robot Control

SEOVER: Sentence-level Emotion Orientation Vector based Conversation Emotion Recognition Model

Unreflected Use of Tabular Data Repositories Can Undermine Research Quality

A Benchmark for Compositional Visual Reasoning

A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts

DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale

Impact of Aliasing on Generalization in Deep Convolutional Networks

Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows

Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation

Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles

Stable Self-Modulating Quantum Fast-Weight Programmers with Bounded Memory Gates

Towards Principled Unsupervised Learning

Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks

Novel technique for monitoring the performance of the LAT instrument on board the GLAST satellite

Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study

One-Layer Transformer Provably Learns One-Nearest Neighbor In Context

A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics

SCORPION: Addressing Scanner-Induced Variability in Histopathology

TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding

Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning

VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization

Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation

MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition

Training Neural Speech Recognition Systems with Synthetic Speech Augmentation

MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation