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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50,041 to 50,100 of 120,040

Scale-QLoRA: Code-Invariant Adapter Merging for Native 4-bit Microscaling LLMs
Tung-Ling Li, Jiale Huang, Lee-Chi Wang +1
cs.CLcs.LGarXiv:2609.04526v12026
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
Zhen Li, Mingdeng Cao, Xintao Wang +3
cs.CVcs.AIcs.LGarXiv:2312.04461v12023
Towards Faithful Model Explanation in NLP: A Survey
Qing Lyu, Marianna Apidianaki, Chris Callison-Burch
cs.CLarXiv:2209.11326v42022
Confidence Improves Self-Consistency in LLMs
Amir Taubenfeld, Tom Sheffer, Eran Ofek +4
cs.CLcs.AIarXiv:2502.06233v22025
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
Chenyang Lyu, Minghao Wu, Longyue Wang +5
cs.CLcs.AIcs.CVarXiv:2306.09093v12023
Nonconvex Matrix Factorization from Rank-One Measurements
Yuanxin Li, Cong Ma, Yuxin Chen +1
cs.ITcs.LGmath.ITarXiv:1802.06286v22018
LLM2Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them
Yinheng Li, Justin Wagle
cs.CLarXiv:2610.02076v12026
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
Mohammad Shoeybi, Mostofa Patwary, Raul Puri +3
cs.CLarXiv:1909.08053v42019
MemToC: Benchmarking Memory-Tool Conflict Resolution in Large Language Models
Arseniy Varlamov, Rishat Zinnatullin, Elisei Rykov +2
cs.CLcs.AIcs.MAarXiv:2608.26295v12026
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
Antoine Yang, Arsha Nagrani, Paul Hongsuck Seo +5
cs.CVcs.AIcs.CLarXiv:2302.14115v22023
VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
Chaoyou Fu, Haojia Lin, Xiong Wang +13
cs.CVcs.SDeess.ASarXiv:2501.01957v42025
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation
Ye Tian, Ling Yang, Jiongfan Yang +10
cs.CVarXiv:2511.09611v32025
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks
Emily Denton, Soumith Chintala, Arthur Szlam +1
cs.CVarXiv:1506.05751v12015
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
Zhiyuan Yan, Yuhao Luo, Siwei Lyu +2
cs.CVarXiv:2311.11278v22023
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning
Yizhe Zhu, Jianwen Xie, Zhiqiang Tang +2
cs.CVarXiv:1903.00502v22019
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi +2
cs.CLarXiv:1911.10470v22019
TRACE: Trajectory Aware Reasoning for Multi-Turn Adversarial Conversation Evaluation
Md Messal Monem Miah, Adrita Anika, Zhiyuan Yu +1
cs.AIarXiv:2608.15594v12026
Formal Verification of Romanov's Triplet Logic: A Verified Filter for Sliding-window 3-CNF with Application to Structured Formulas
Dmitry V. Alexandrov
cs.LOcs.AIcs.CCarXiv:2608.18445v12026
More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity
Shiwei Liu, Tianlong Chen, Xiaohan Chen +7
cs.CVarXiv:2207.03620v32022
Adversarial Generation of Natural Language
Sai Rajeswar, Sandeep Subramanian, Francis Dutil +2
cs.CLcs.AIcs.NEarXiv:1705.10929v12017
Machine learning potentials for complex aqueous systems made simple
Christoph Schran, Fabian L. Thiemann, Patrick Rowe +3
physics.chem-pharXiv:2106.00048v22021
Fetch My Beer: Synthetic-to-real Hierarchical Policy for Smooth Pick-and-place
Yingyue Li, Chenyangguang Zhang, Ruida Zhang +3
cs.ROarXiv:2609.18119v12026
Latent Chain-of-Thought as Planning: Decoupling Reasoning from Verbalization
Jiecong Wang, Hao Peng, Chunyang Liu
cs.AIcs.CLarXiv:2601.21358v22026
RC-GRPO: Reward-Conditioned Group Relative Policy Optimization for Multi-Turn Tool Calling Agents
Haitian Zhong, Jixiu Zhai, Lei Song +3
cs.AIcs.CLarXiv:2602.03025v12026
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
Zhuoyan Li, Hangxiao Zhu, Zhuoran Lu +1
cs.CLcs.AIarXiv:2310.07849v22023
Inference-Time Budget Control for LLM Search Agents
Zhengru Fang, Senkang Forest Hu, Zhonghao Chang +6
cs.AIarXiv:2605.05701v12026
NebulaVLA: A Dual-Frequency Vision-Language-Action Model With Guide Action for Robotic Manipulation
Cong Zhao, Shuai Tian, Xu Zhang +11
cs.ROcs.AIarXiv:2608.16503v12026
Visual Attention Faithfulness in Vision-Language Models is Heterogeneous
Xurui Song, Weishi Wang, Zhongqi Yue +5
cs.CVcs.AIarXiv:2609.00830v12026
Correction-space Cross-variate Interaction for Test-time Adaptation in Time Series Forecasting
Yuanyuan Deng, Mykola Pechenizkiy, Songgaojun Deng
cs.LGarXiv:2609.34638v12026
Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment
Kai-Po Chang, Wei-Yuan Cheng, Chi-Pin Huang +2
cs.CVcs.AIcs.CLarXiv:2512.04356v12025
Low-rank optimization for semidefinite convex problems
M. Journée, F. Bach, P. -A. Absil +1
math.OCarXiv:0807.4423v12008
Deep Learning for Spectrum Sensing
Jiabao Gao, Xuemei Yi, Caijun Zhong +2
cs.ITeess.SParXiv:1909.02730v12019
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss
Qi Dou, Cheng Ouyang, Cheng Chen +2
cs.CVarXiv:1804.10916v22018
iMINDBench: iEEG Multi-Institution Neural Decoding Benchmark
Geeling Chau, Saba Hashemi, Yonghyeon Gwon +9
cs.LGarXiv:2609.18104v12026
FairFuzz: Targeting Rare Branches to Rapidly Increase Greybox Fuzz Testing Coverage
Caroline Lemieux, Koushik Sen
cs.SEcs.CRarXiv:1709.07101v12017
Clifford Neural Layers for PDE Modeling
Johannes Brandstetter, Rianne van den Berg, Max Welling +1
cs.LGcs.CVphysics.flu-dynarXiv:2209.04934v22022
PersonaLive! Expressive Portrait Image Animation for Live Streaming
Zhiyuan Li, Chi-Man Pun, Chen Fang +2
cs.CVarXiv:2512.11253v12025
Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio
Dmitriy Kunisky, Alexander S. Wein, Afonso S. Bandeira
math.STcs.CCcs.DSarXiv:1907.11636v12019
Epileptic Seizures Detection Using Deep Learning Techniques: A Review
Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi +14
cs.LGeess.SPstat.MLarXiv:2007.01276v32020
Robotic Telekinesis: Learning a Robotic Hand Imitator by Watching Humans on Youtube
Aravind Sivakumar, Kenneth Shaw, Deepak Pathak
cs.ROcs.AIcs.CVarXiv:2202.10448v22022
Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks
Rongyuan Tan, Jue Zhang, Zhuozhao Li +3
cs.AIcs.CLarXiv:2604.17761v12026
Learning Dynamic Memory Networks for Object Tracking
Tianyu Yang, Antoni B. Chan
cs.CVarXiv:1803.07268v22018
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement
Sherif Abdulatif, Ruizhe Cao, Bin Yang
cs.SDcs.AIcs.LGarXiv:2209.11112v32022
Improving Natural-Language Combinatorial-Optimization Accuracy in Resource-Constrained Language Models via Formal Abstractions
Shrenil Shaun Sharma, Avi Sharma
cs.AIarXiv:2608.18409v12026
BRDFusion: Physics Meets Generation for Urban Scene Inverse Rendering
Yi-Ruei Liu, Jie-Ying Lee, Zheng-Hui Huang +2
cs.CVarXiv:2606.17049v12026
On the Hardness of $4$-to-$1$ Games with Perfect Completeness
Yumou Fei, Dor Minzer, Shuo Wang
cs.CCarXiv:2610.12378v12026
Model-free Deep Reinforcement Learning for Urban Autonomous Driving
Jianyu Chen, Bodi Yuan, Masayoshi Tomizuka
cs.LGcs.AIcs.CVarXiv:1904.09503v22019
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents
Caiqi Zhang, Xiaochen Zhu, Chengzu Li +3
cs.CLcs.AIarXiv:2609.17708v12026
SNI-SLAM: Semantic Neural Implicit SLAM
Siting Zhu, Guangming Wang, Hermann Blum +4
cs.ROarXiv:2311.11016v32023
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling
Robert L. Logan, Nelson F. Liu, Matthew E. Peters +2
cs.CLarXiv:1906.07241v22019
The Off-Switch Game
Dylan Hadfield-Menell, Anca Dragan, Pieter Abbeel +1
cs.AIarXiv:1611.08219v32016
AdaHVLA: Adaptive Harnesses for Long-Horizon Vision-Language-Action Execution
Junyi Tang, Jie Peng, Zezhen Ding +2
cs.ROarXiv:2609.29204v12026
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra +3
cs.CVarXiv:2211.09117v22022
Model-Agnostic Online Certificate-Driven Calibration for Time Series Forecasting Under Distribution Shift
Chenfeng Huang, Zixuan Ma, George Michailidis
cs.LGarXiv:2609.31960v12026
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
Minghui Liao, Zhisheng Zou, Zhaoyi Wan +2
cs.CVarXiv:2202.10304v12022
ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models
Yingqing He, Shaoshu Yang, Haoxin Chen +7
cs.CVarXiv:2310.07702v12023
Factorizing Knowledge in Neural Networks
Xingyi Yang, Jingwen Ye, Xinchao Wang
cs.CVcs.AIcs.LGarXiv:2207.03337v22022
Toward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps
Yonghe Sun, Zhenjia Liu, Hua Liao +4
cs.AIarXiv:2608.15736v12026
Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads
Aryo Pradipta Gema, Beatrice Alex, Pasquale Minervini
cs.CLcs.AIcs.LGarXiv:2607.01002v12026
Beyond Static RAG: An Adaptive, Tri-Metric Routing Framework for Efficient Long-Context Inference on Commodity GPUs
Saipraveen Vabbilisetty, Ajay Kumar Boddepalli, Deep Narayan Mishra +3
cs.LGcs.IRarXiv:2609.17564v12026

Every paper with a summary

Scale-QLoRA: Code-Invariant Adapter Merging for Native 4-bit Microscaling LLMs

PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding

Towards Faithful Model Explanation in NLP: A Survey

Confidence Improves Self-Consistency in LLMs

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

Nonconvex Matrix Factorization from Rank-One Measurements

LLM2Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them

Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

MemToC: Benchmarking Memory-Tool Conflict Resolution in Large Language Models

Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation

Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection

Semantic-Guided Multi-Attention Localization for Zero-Shot Learning

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering

TRACE: Trajectory Aware Reasoning for Multi-Turn Adversarial Conversation Evaluation

Formal Verification of Romanov's Triplet Logic: A Verified Filter for Sliding-window 3-CNF with Application to Structured Formulas

More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity

Adversarial Generation of Natural Language

Machine learning potentials for complex aqueous systems made simple

Fetch My Beer: Synthetic-to-real Hierarchical Policy for Smooth Pick-and-place

Latent Chain-of-Thought as Planning: Decoupling Reasoning from Verbalization

RC-GRPO: Reward-Conditioned Group Relative Policy Optimization for Multi-Turn Tool Calling Agents

Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Inference-Time Budget Control for LLM Search Agents

NebulaVLA: A Dual-Frequency Vision-Language-Action Model With Guide Action for Robotic Manipulation

Visual Attention Faithfulness in Vision-Language Models is Heterogeneous

Correction-space Cross-variate Interaction for Test-time Adaptation in Time Series Forecasting

Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment

Low-rank optimization for semidefinite convex problems

Deep Learning for Spectrum Sensing

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

iMINDBench: iEEG Multi-Institution Neural Decoding Benchmark

FairFuzz: Targeting Rare Branches to Rapidly Increase Greybox Fuzz Testing Coverage

Clifford Neural Layers for PDE Modeling

PersonaLive! Expressive Portrait Image Animation for Live Streaming

Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio

Epileptic Seizures Detection Using Deep Learning Techniques: A Review

Robotic Telekinesis: Learning a Robotic Hand Imitator by Watching Humans on Youtube

Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks

Learning Dynamic Memory Networks for Object Tracking

CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement

Improving Natural-Language Combinatorial-Optimization Accuracy in Resource-Constrained Language Models via Formal Abstractions

BRDFusion: Physics Meets Generation for Urban Scene Inverse Rendering

On the Hardness of $4$-to-$1$ Games with Perfect Completeness

Model-free Deep Reinforcement Learning for Urban Autonomous Driving

Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

SNI-SLAM: Semantic Neural Implicit SLAM

Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling

The Off-Switch Game

AdaHVLA: Adaptive Harnesses for Long-Horizon Vision-Language-Action Execution

MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis

Model-Agnostic Online Certificate-Driven Calibration for Time Series Forecasting Under Distribution Shift

Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models

Factorizing Knowledge in Neural Networks

Toward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps

Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads

Beyond Static RAG: An Adaptive, Tri-Metric Routing Framework for Efficient Long-Context Inference on Commodity GPUs