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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57,481 to 57,540 of 61,255

Big Self-Supervised Models are Strong Semi-Supervised Learners
Ting Chen, Simon Kornblith, Kevin Swersky +2
cs.LGcs.CVstat.MLarXiv:2006.10029v22020
Neural Turing Machines
Alex Graves, Greg Wayne, Ivo Danihelka
cs.NEarXiv:1410.5401v22014
SwiftVR: Real-Time One-Step Generative Video Restoration
Jiaqi Yan, Xiangyu Chen, Xinlin Zhong +5
cs.CVarXiv:2606.09516v12026
Certified Adversarial Robustness via Randomized Smoothing
Jeremy M Cohen, Elan Rosenfeld, J. Zico Kolter
cs.LGstat.MLarXiv:1902.02918v22019
Waste Not, Want Not: Why Rarefying Microbiome Data is Inadmissible
Paul J. McMurdie, Susan Holmes
q-bio.QMq-bio.GNstat.AParXiv:1310.0424v22013
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
Jingqing Zhang, Yao Zhao, Mohammad Saleh +1
cs.CLarXiv:1912.08777v32019
EIE: Efficient Inference Engine on Compressed Deep Neural Network
Song Han, Xingyu Liu, Huizi Mao +4
cs.CVcs.ARarXiv:1602.01528v22016
Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating
Sicheng Wang, Xiangyang Zhu, Han Wang +6
cs.CLarXiv:2606.09068v12026
Frustum PointNets for 3D Object Detection from RGB-D Data
Charles R. Qi, Wei Liu, Chenxia Wu +2
cs.CVarXiv:1711.08488v22017
Common Voice: A Massively-Multilingual Speech Corpus
Rosana Ardila, Megan Branson, Kelly Davis +7
cs.CLcs.LGarXiv:1912.06670v22019
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
Tongzhou Wang, Phillip Isola
cs.LGcs.CVstat.MLarXiv:2005.10242v102020
Methods for Interpreting and Understanding Deep Neural Networks
Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller
cs.LGstat.MLarXiv:1706.07979v12017
When Behavioral Safety Evaluation Fails: A Representation-Level Perspective
Enyi Jiang, Anders Gjølbye, Yibo Jacky Zhang +1
cs.LGcs.AIcs.CLarXiv:2606.08044v22026
On the Spectral Bias of Neural Networks
Nasim Rahaman, Aristide Baratin, Devansh Arpit +5
stat.MLcs.LGarXiv:1806.08734v32018
Revisiting Articulated Parts Perception in Robot Manipulation
Xiaoqian Wu, Yejie Guo, Xiaoyang Chen +3
cs.ROcs.CVarXiv:2606.08103v12026
Hierarchical Graph Representation Learning with Differentiable Pooling
Rex Ying, Jiaxuan You, Christopher Morris +3
cs.LGcs.NEcs.SIarXiv:1806.08804v42018
Phase Marginalization for Patch-Grid Instability in Vision Transformers
Oğuzhan Ercan
cs.CVcs.LGarXiv:2606.08132v12026
A Comparative Analysis of XGBoost
Candice Bentéjac, Anna Csörgő, Gonzalo Martínez-Muñoz
cs.LGstat.MLarXiv:1911.01914v12019
PVT v2: Improved Baselines with Pyramid Vision Transformer
Wenhai Wang, Enze Xie, Xiang Li +6
cs.CVarXiv:2106.13797v72021
Revisiting Semi-Supervised Learning with Graph Embeddings
Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
cs.LGarXiv:1603.08861v22016
Sanity Checks for Saliency Maps
Julius Adebayo, Justin Gilmer, Michael Muelly +3
cs.CVcs.LGstat.MLarXiv:1810.03292v32018
PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems
Suraj Ranganath, Anish Raghavendra
cs.LGcs.AIcs.DBarXiv:2606.08481v12026
OmniCap-IF: Benchmarking and Improving Instruction Following Abilities for Omni-Video Captioning
Jiahao Wang, An Ping, Yanghai Wang +13
cs.CVarXiv:2606.08572v12026
DGM: A deep learning algorithm for solving partial differential equations
Justin Sirignano, Konstantinos Spiliopoulos
q-fin.MFmath.NAq-fin.CParXiv:1708.07469v52017
Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems
Vasimuddin Md, Sanchit Misra, Heng Li +1
cs.DCcs.CEcs.PFarXiv:1907.12931v12019
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448
cs.CLcs.AIcs.CYarXiv:2206.04615v32022
MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion Training
Lianyu Pang, Tianlin Pan, Cheng Da +5
cs.CVarXiv:2606.08788v12026
Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning
Guillaume Lemaitre, Fernando Nogueira, Christos K. Aridas
cs.LGarXiv:1609.06570v12016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
Lantao Yu, Weinan Zhang, Jun Wang +1
cs.LGcs.AIarXiv:1609.05473v62016
OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics
Mingxian Lin, Shengju Qian, Yuqi Liu +9
cs.CVcs.AIarXiv:2606.09826v12026
End-to-End Context Compression at Scale
Ang Li, Sean McLeish, Haozhe Chen +12
cs.CLcs.AIcs.LGarXiv:2606.09659v12026
One pixel attack for fooling deep neural networks
Jiawei Su, Danilo Vasconcellos Vargas, Sakurai Kouichi
cs.LGcs.CVstat.MLarXiv:1710.08864v72017
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
Yifu Zhang, Peize Sun, Yi Jiang +6
cs.CVarXiv:2110.06864v32021
Model-Based Compressive Sensing
Richard G. Baraniuk, Volkan Cevher, Marco F. Duarte +1
cs.ITarXiv:0808.3572v52008
BenSyc: Benchmarking Conversational Sycophancy and Human Alignment in LLMs for Bengali Contexts
Kazi Noshin, Sajib Acharjee Dip, Ranat Das Prangon +4
cs.CLarXiv:2606.10061v12026
Late-Layer Fusion is Enough: Dual-Path Vision Token Routing for Multimodal Large Language Models under Visual Saturation
Siyuan Liu, Jinyang Wu
cs.AIcs.CLcs.CVarXiv:2606.09131v12026
MilliVid: Hierarchical Latents for Long-Range Consistency in Video Generation
Ishaan Preetam Chandratreya, David Charatan, Basile Van Hoorick +4
cs.CVcs.LGarXiv:2606.09056v12026
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
Alon Talmor, Jonathan Herzig, Nicholas Lourie +1
cs.CLcs.AIcs.LGarXiv:1811.00937v22018
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
Hyeonseob Nam, Bohyung Han
cs.CVarXiv:1510.07945v22015
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Christopher Clark, Kenton Lee, Ming-Wei Chang +3
cs.CLarXiv:1905.10044v12019
$τ$-Rec: A Verifiable Benchmark for Agentic Recommender Systems
Bharath Sivaram Narasimhan, Karthik R Narasimhan
cs.IRcs.AIcs.CLarXiv:2606.10156v32026
Image Super-Resolution via Iterative Refinement
Chitwan Saharia, Jonathan Ho, William Chan +3
eess.IVcs.CVcs.LGarXiv:2104.07636v22021
Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors
Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins +3
cs.ETarXiv:1412.0611v12014
MoleculeNet: A Benchmark for Molecular Machine Learning
Zhenqin Wu, Bharath Ramsundar, Evan N. Feinberg +5
cs.LGphysics.chem-phstat.MLarXiv:1703.00564v32017
RT-1: Robotics Transformer for Real-World Control at Scale
Anthony Brohan, Noah Brown, Justice Carbajal +48
cs.ROcs.AIcs.CLarXiv:2212.06817v22022
Generating Long Sequences with Sparse Transformers
Rewon Child, Scott Gray, Alec Radford +1
cs.LGstat.MLarXiv:1904.10509v12019
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu +5
cs.CLcs.LGstat.MLarXiv:1909.08593v22019
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Julian Schrittwieser, Ioannis Antonoglou, Thomas Hubert +9
cs.LGstat.MLarXiv:1911.08265v22019
Stability Selection
Nicolai Meinshausen, Peter Buehlmann
stat.MEarXiv:0809.2932v22008
The Security of Practical Quantum Key Distribution
Valerio Scarani, Helle Bechmann-Pasquinucci, Nicolas J. Cerf +3
quant-pharXiv:0802.4155v32008
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Moloud Abdar, Farhad Pourpanah, Sadiq Hussain +9
cs.LGcs.AIcs.CVarXiv:2011.06225v42020
1D Convolutional Neural Networks and Applications: A Survey
Serkan Kiranyaz, Onur Avci, Osama Abdeljaber +3
eess.SPcs.AIarXiv:1905.03554v12019
Crowdsourcing a Word-Emotion Association Lexicon
Saif M. Mohammad, Peter D. Turney
cs.CLarXiv:1308.6297v12013
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels
Bo Han, Quanming Yao, Xingrui Yu +5
cs.LGstat.MLarXiv:1804.06872v32018
Deep Learning for Medical Image Analysis
Mina Rezaei, Haojin Yang, Christoph Meinel
cs.CVarXiv:1708.08987v12017
Multimodal Unsupervised Image-to-Image Translation
Xun Huang, Ming-Yu Liu, Serge Belongie +1
cs.CVcs.LGstat.MLarXiv:1804.04732v22018
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Sergey Levine, Aviral Kumar, George Tucker +1
cs.LGcs.AIstat.MLarXiv:2005.01643v32020
Counterfactual Multi-Agent Policy Gradients
Jakob Foerster, Gregory Farquhar, Triantafyllos Afouras +2
cs.AIcs.MAarXiv:1705.08926v32017
Attention-based Deep Multiple Instance Learning
Maximilian Ilse, Jakub M. Tomczak, Max Welling
cs.LGstat.MLarXiv:1802.04712v42018
Unsupervised Learning of Video Representations using LSTMs
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
cs.LGcs.CVcs.NEarXiv:1502.04681v32015

Every paper with a summary

Big Self-Supervised Models are Strong Semi-Supervised Learners

Neural Turing Machines

SwiftVR: Real-Time One-Step Generative Video Restoration

Certified Adversarial Robustness via Randomized Smoothing

Waste Not, Want Not: Why Rarefying Microbiome Data is Inadmissible

PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

EIE: Efficient Inference Engine on Compressed Deep Neural Network

Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating

Frustum PointNets for 3D Object Detection from RGB-D Data

Common Voice: A Massively-Multilingual Speech Corpus

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere

Methods for Interpreting and Understanding Deep Neural Networks

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective

On the Spectral Bias of Neural Networks

Revisiting Articulated Parts Perception in Robot Manipulation

Hierarchical Graph Representation Learning with Differentiable Pooling

Phase Marginalization for Patch-Grid Instability in Vision Transformers

A Comparative Analysis of XGBoost

PVT v2: Improved Baselines with Pyramid Vision Transformer

Revisiting Semi-Supervised Learning with Graph Embeddings

Sanity Checks for Saliency Maps

PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems

OmniCap-IF: Benchmarking and Improving Instruction Following Abilities for Omni-Video Captioning

DGM: A deep learning algorithm for solving partial differential equations

Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion Training

Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics

End-to-End Context Compression at Scale

One pixel attack for fooling deep neural networks

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Model-Based Compressive Sensing

BenSyc: Benchmarking Conversational Sycophancy and Human Alignment in LLMs for Bengali Contexts

Late-Layer Fusion is Enough: Dual-Path Vision Token Routing for Multimodal Large Language Models under Visual Saturation

MilliVid: Hierarchical Latents for Long-Range Consistency in Video Generation

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

$τ$-Rec: A Verifiable Benchmark for Agentic Recommender Systems

Image Super-Resolution via Iterative Refinement

Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors

MoleculeNet: A Benchmark for Molecular Machine Learning

RT-1: Robotics Transformer for Real-World Control at Scale

Generating Long Sequences with Sparse Transformers

Fine-Tuning Language Models from Human Preferences

Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

Stability Selection

The Security of Practical Quantum Key Distribution

A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

1D Convolutional Neural Networks and Applications: A Survey

Crowdsourcing a Word-Emotion Association Lexicon

Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

Deep Learning for Medical Image Analysis

Multimodal Unsupervised Image-to-Image Translation

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Counterfactual Multi-Agent Policy Gradients

Attention-based Deep Multiple Instance Learning

Unsupervised Learning of Video Representations using LSTMs