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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12,541 to 12,600 of 61,393

Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang, Haohan Wang, Diyi Yang
cs.CLcs.LGarXiv:2112.08313v22021
Birth of a Transformer: A Memory Viewpoint
Alberto Bietti, Vivien Cabannes, Diane Bouchacourt +2
stat.MLcs.CLcs.LGarXiv:2306.00802v22023
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models
Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu +4
cs.CLeess.ASstat.MLarXiv:1712.01818v12017
KG-CMI: Knowledge graph enhanced cross-Mamba interaction for medical visual question answering
Xianyao Zheng, Hong Yu, Hui Cui +7
cs.CVarXiv:2604.00601v12026
Feature Purification: How Adversarial Training Performs Robust Deep Learning
Zeyuan Allen-Zhu, Yuanzhi Li
cs.LGcs.NEmath.OCarXiv:2005.10190v42020
SaulLM-7B: A pioneering Large Language Model for Law
Pierre Colombo, Telmo Pessoa Pires, Malik Boudiaf +8
cs.CLarXiv:2403.03883v22024
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
Ziru Chen, Shijie Chen, Yuting Ning +17
cs.CLcs.AIcs.LGarXiv:2410.05080v32024
Coarse-Graining Hidden Representations: Unsupervised Neuron Selection via Mapping Entropy
Margherita Mele, Andrea Castagna, Roberto Menichetti +2
cs.LGcond-mat.dis-nncond-mat.stat-mecharXiv:2609.05126v12026
Agents in the Wild: Safety, Society, and the Illusion of Sociality on Moltbook
Yunbei Zhang, Kai Mei, Ming Liu +5
cs.SIcs.AIarXiv:2602.13284v12026
A simple example of Dirichlet process mixture inconsistency for the number of components
Jeffrey W. Miller, Matthew T. Harrison
math.STarXiv:1301.2708v12013
Sign-Based Optimizers Are Effective Under Heavy-Tailed Noise
Dingzhi Yu, Hongyi Tao, Yuanyu Wan +2
cs.LGcs.CLmath.OCarXiv:2602.07425v22026
A Spectral Graph Uncertainty Principle
Ameya Agaskar, Yue M. Lu
cs.ITarXiv:1206.6356v32012
ToolGate: Contract-Grounded and Verified Tool Execution for LLMs
Yanming Liu, Xinyue Peng, Jiannan Cao +5
cs.CLcs.AIcs.FLarXiv:2601.04688v12026
Information and Energy Cooperation in Cognitive Radio Networks
Gan Zheng, Zuleita Ho, Eduard A. Jorswieck +1
cs.ITarXiv:1403.5648v12014
Goal Force: Teaching Video Models To Accomplish Physics-Conditioned Goals
Nate Gillman, Yinghua Zhou, Zitian Tang +6
cs.CVcs.AIcs.ROarXiv:2601.05848v22026
MODS: Fast and Robust Method for Two-View Matching
Dmytro Mishkin, Jiri Matas, Michal Perdoch
cs.CVarXiv:1503.02619v22015
TriMap: Large-scale Dimensionality Reduction Using Triplets
Ehsan Amid, Manfred K. Warmuth
cs.LGstat.MLarXiv:1910.00204v22019
Learning Continuous Wasserstein Barycenter Space for Generalized All-in-One Image Restoration
Xiaole Tang, Xiaoyi He, Jiayi Xu +2
cs.CVarXiv:2602.23169v12026
A Comparative Study of Counterfactual Explainers for Graph Neural Networks Enabling Multiple Types of Graph Edit
Maria Myrto Villia, Filippos Gouidis, Theodore Patkos +1
cs.LGarXiv:2609.05113v12026
Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training
Tianle Xia, Ming Xu, Lingxiang Hu +7
cs.CLcs.IRcs.LGarXiv:2602.22576v12026
AgentSM: Semantic Memory for Agentic Text-to-SQL
Asim Biswal, Chuan Lei, Xiao Qin +3
cs.AIcs.DBcs.LGarXiv:2601.15709v12026
MiniViT: Compressing Vision Transformers with Weight Multiplexing
Jinnian Zhang, Houwen Peng, Kan Wu +4
cs.CVarXiv:2204.07154v12022
Emergent Dexterity via Diverse Resets and Large-Scale Reinforcement Learning
Patrick Yin, Tyler Westenbroek, Zhengyu Zhang +9
cs.ROarXiv:2603.15789v32026
Nonconvex notions of regularity and convergence of fundamental algorithms for feasibility problems
Robert Hesse, D. Russell Luke
math.OCmath.NAarXiv:1212.3349v22012
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction
Zekun Qi, Runpei Dong, Shaochen Zhang +5
cs.CVarXiv:2402.17766v32024
Beyond Homoscedasticity: Decoupled Uncertainty Optimization for Deep Imbalanced Regression
Juncheng Zhou, Jiaxi Lu, Weijing Zeng +3
cs.LGarXiv:2609.04995v12026
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification
Zijian Hu, Zhengyu Yang, Xuefeng Hu +1
cs.CVcs.LGarXiv:2103.16725v22021
Enhancing End-to-End Autonomous Driving with Latent World Model
Yingyan Li, Lue Fan, Jiawei He +4
cs.CVarXiv:2406.08481v22024
From Memorization to Creativity: LLM as a Designer of Novel Neural Architectures
Waleed Khalid, Dmitry Ignatov, Radu Timofte
cs.LGcs.CVarXiv:2601.02997v22026
Fractal basins trap latent reasoning
Jeffrey Lai, Anthony Bao, John Quinn +1
cs.LGarXiv:2609.04963v12026
Convex Program Duality, Fisher Markets, and Nash Social Welfare
Richard Cole, Nikhil R. Devanur, Vasilis Gkatzelis +4
cs.GTarXiv:1609.06654v12016
Intent Formalization: A Grand Challenge for Reliable Coding in the Age of AI Agents
Shuvendu K. Lahiri
cs.SEcs.AIcs.PLarXiv:2603.17150v12026
Fast stabilizer state preparation via AI-optimized graph decimation
Michael Doherty, Matteo Puviani, Jasmine Brewer +4
quant-pharXiv:2603.17743v12026
Shining Light On Shadow Stacks
Nathan Burow, Xinping Zhang, Mathias Payer
cs.CRarXiv:1811.03165v22018
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction
Seongjun Yun, Seoyoon Kim, Junhyun Lee +2
cs.LGcs.AIarXiv:2206.04216v12022
Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping
Chi-Ming Chung, Yang-Che Tseng, Ya-Ching Hsu +6
cs.ROcs.CVarXiv:2209.13274v22022
AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark
Sören Becker, Johanna Vielhaben, Marcel Ackermann +3
cs.SDcs.AIcs.LGarXiv:1807.03418v32018
Federated Unlearning with Knowledge Distillation
Chen Wu, Sencun Zhu, Prasenjit Mitra
cs.LGcs.CRarXiv:2201.09441v12022
From Deep to Shallow: Unconstrained and Efficient Layer Merging Strategy
Petro Shulzhenko, Gabriele Spadaro, Enzo Tartaglione
cs.LGarXiv:2609.04881v12026
ComAgent: Multi-LLM based Agentic AI Empowered Intelligent Wireless Networks
Haoyun Li, Ming Xiao, Kezhi Wang +3
cs.AIarXiv:2601.19607v12026
KVMem: Virtualizing Million-Token Agent Workspaces on a Consumer GPU
Di Chai, Leye Wang, Zeshen Su +2
cs.LGarXiv:2609.04852v12026
Learning Social Relation Traits from Face Images
Zhanpeng Zhang, Ping Luo, Chen Change Loy +1
cs.CVcs.CYarXiv:1509.03936v12015
Value of Information: A Framework for Human-Agent Communication
Yijiang River Dong, Tiancheng Hu, Zheng Hui +4
cs.CLarXiv:2601.06407v12026
Transductive Zero-Shot Action Recognition by Word-Vector Embedding
Xun Xu, Timothy Hospedales, Shaogang Gong
cs.CVarXiv:1511.04458v22015
AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages
Hao Yu, Tianyi Xu, Michael A. Hedderich +3
cs.CLarXiv:2601.06395v32026
RCBEVDet: Radar-camera Fusion in Bird's Eye View for 3D Object Detection
Zhiwei Lin, Zhe Liu, Zhongyu Xia +7
cs.CVarXiv:2403.16440v12024
Solution-space heterogeneity shapes federated learning dynamics across partial differential equations
Ping Luo, Jiahuan Wang, Ziqing Wen +2
cs.LGcs.DCarXiv:2609.05012v12026
Privacy in Human-AI Romantic Relationships: Concerns, Boundaries, and Agency
Rongjun Ma, Shijing He, Jose Luis Martin-Navarro +2
cs.HCcs.AIcs.CYarXiv:2601.16824v22026
Is Temperature the Creativity Parameter of Large Language Models?
Max Peeperkorn, Tom Kouwenhoven, Dan Brown +1
cs.CLcs.AIarXiv:2405.00492v12024
Fast pseudolikelihood maximization for direct-coupling analysis of protein structure from many homologous amino-acid sequences
Magnus Ekeberg, Tuomo Hartonen, Erik Aurell
q-bio.QMphysics.comp-phphysics.data-anarXiv:1401.4832v12014
Pre-training LLM without Learning Rate Decay Enhances Supervised Fine-Tuning
Kazuki Yano, Shun Kiyono, Sosuke Kobayashi +2
cs.CLcs.LGarXiv:2603.16127v12026
Confounding-Valid Conformal Inference for Counterfactual KPIs in Wireless Networks
Abdessamed Qchohi, Jessica Moysen Cortes, Matteo Zecchin
cs.LGcs.NIeess.SParXiv:2609.05073v12026
Self-Supervised Learning for Stereo Matching with Self-Improving Ability
Yiran Zhong, Yuchao Dai, Hongdong Li
cs.CVarXiv:1709.00930v12017
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction
Xu Han, Tianyu Gao, Yuan Yao +3
cs.CLarXiv:1909.13078v12019
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment
Rui Yang, Xiaoman Pan, Feng Luo +4
cs.LGcs.AIcs.CLarXiv:2402.10207v62024
Failure-Aware RL: Reliable Offline-to-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation
Huanyu Li, Kun Lei, Sheng Zang +5
cs.ROcs.AIcs.LGarXiv:2601.07821v12026
TokenSplat: Token-aligned 3D Gaussian Splatting for Feed-forward Pose-free Reconstruction
Yihui Li, Chengxin Lv, Zichen Tang +2
cs.CVarXiv:2603.00697v12026
Physics-Aware Random Walk Fingerprints for Scalable Power Grid Graph Classification
Adnan Anwar
cs.LGeess.SYarXiv:2609.04943v12026
MobileDreamer: Generative Sketch World Model for GUI Agent
Yilin Cao, Yufeng Zhong, Zhixiong Zeng +6
cs.AIarXiv:2601.04035v22026
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database
Ke Yan, Xiaosong Wang, Le Lu +4
cs.CVarXiv:1711.10535v32017

Every paper with a summary

Measure and Improve Robustness in NLP Models: A Survey

Birth of a Transformer: A Memory Viewpoint

Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models

KG-CMI: Knowledge graph enhanced cross-Mamba interaction for medical visual question answering

Feature Purification: How Adversarial Training Performs Robust Deep Learning

SaulLM-7B: A pioneering Large Language Model for Law

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

Coarse-Graining Hidden Representations: Unsupervised Neuron Selection via Mapping Entropy

Agents in the Wild: Safety, Society, and the Illusion of Sociality on Moltbook

A simple example of Dirichlet process mixture inconsistency for the number of components

Sign-Based Optimizers Are Effective Under Heavy-Tailed Noise

A Spectral Graph Uncertainty Principle

ToolGate: Contract-Grounded and Verified Tool Execution for LLMs

Information and Energy Cooperation in Cognitive Radio Networks

Goal Force: Teaching Video Models To Accomplish Physics-Conditioned Goals

MODS: Fast and Robust Method for Two-View Matching

TriMap: Large-scale Dimensionality Reduction Using Triplets

Learning Continuous Wasserstein Barycenter Space for Generalized All-in-One Image Restoration

A Comparative Study of Counterfactual Explainers for Graph Neural Networks Enabling Multiple Types of Graph Edit

Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training

AgentSM: Semantic Memory for Agentic Text-to-SQL

MiniViT: Compressing Vision Transformers with Weight Multiplexing

Emergent Dexterity via Diverse Resets and Large-Scale Reinforcement Learning

Nonconvex notions of regularity and convergence of fundamental algorithms for feasibility problems

ShapeLLM: Universal 3D Object Understanding for Embodied Interaction

Beyond Homoscedasticity: Decoupled Uncertainty Optimization for Deep Imbalanced Regression

SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification

Enhancing End-to-End Autonomous Driving with Latent World Model

From Memorization to Creativity: LLM as a Designer of Novel Neural Architectures

Fractal basins trap latent reasoning

Convex Program Duality, Fisher Markets, and Nash Social Welfare

Intent Formalization: A Grand Challenge for Reliable Coding in the Age of AI Agents

Fast stabilizer state preparation via AI-optimized graph decimation

Shining Light On Shadow Stacks

Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction

Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping

AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark

Federated Unlearning with Knowledge Distillation

From Deep to Shallow: Unconstrained and Efficient Layer Merging Strategy

ComAgent: Multi-LLM based Agentic AI Empowered Intelligent Wireless Networks

KVMem: Virtualizing Million-Token Agent Workspaces on a Consumer GPU

Learning Social Relation Traits from Face Images

Value of Information: A Framework for Human-Agent Communication

Transductive Zero-Shot Action Recognition by Word-Vector Embedding

AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages

RCBEVDet: Radar-camera Fusion in Bird's Eye View for 3D Object Detection

Solution-space heterogeneity shapes federated learning dynamics across partial differential equations

Privacy in Human-AI Romantic Relationships: Concerns, Boundaries, and Agency

Is Temperature the Creativity Parameter of Large Language Models?

Fast pseudolikelihood maximization for direct-coupling analysis of protein structure from many homologous amino-acid sequences

Pre-training LLM without Learning Rate Decay Enhances Supervised Fine-Tuning

Confounding-Valid Conformal Inference for Counterfactual KPIs in Wireless Networks

Self-Supervised Learning for Stereo Matching with Self-Improving Ability

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction

Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment

Failure-Aware RL: Reliable Offline-to-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation

TokenSplat: Token-aligned 3D Gaussian Splatting for Feed-forward Pose-free Reconstruction

Physics-Aware Random Walk Fingerprints for Scalable Power Grid Graph Classification

MobileDreamer: Generative Sketch World Model for GUI Agent

Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database