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Representation Learning

Papers archive 2025-07-28

archive papers tagged: 10,580 · with a code link: 4,662 · where Syntology ran a sample: 1,439 (1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,439 of 10,580 tagged: 1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument)

Page 76 of 106: papers 7,501 to 7,600 of 10,580, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A Survey of Learning on Small Data: Generalization, Optimization, and Challenge
  29 Jul 2022 0 repositories listed
• SimCURL: Simple Contrastive User Representation Learning from Command Sequences
  29 Jul 2022 0 repositories listed
• Multi-layer Representation Learning for Robust OOD Image Classification
  27 Jul 2022 0 repositories listed
• PI-ARS: Accelerating Evolution-Learned Visual-Locomotion with Predictive Information Representations
  27 Jul 2022 0 repositories listed
• Portrait Interpretation and a Benchmark
  27 Jul 2022 0 repositories listed
• Time to augment self-supervised visual representation learning
  27 Jul 2022 0 repositories listed
• Exploiting Diversity of Unlabeled Data for Label-Efficient Semi-Supervised Active Learning
  25 Jul 2022 0 repositories listed
• p-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
  25 Jul 2022 0 repositories listed
• OCTAL: Graph Representation Learning for LTL Model Checking
  24 Jul 2022 0 repositories listed
• Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers
  22 Jul 2022 0 repositories listed
• Deep Sufficient Representation Learning via Mutual Information
  21 Jul 2022 0 repositories listed
• Cross-Modal Contrastive Representation Learning for Audio-to-Image Generation
  20 Jul 2022 0 repositories listed
• Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations
  20 Jul 2022 0 repositories listed
• Forget-me-not! Contrastive Critics for Mitigating Posterior Collapse
  19 Jul 2022 0 repositories listed
• Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography
  19 Jul 2022 0 repositories listed
• Contrastive Environmental Sound Representation Learning
  18 Jul 2022 0 repositories listed
• WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification
  18 Jul 2022 0 repositories listed
• Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs
  17 Jul 2022 0 repositories listed
• Representation Learning of Image Schema
  17 Jul 2022 0 repositories listed
• Mutual Adaptive Reasoning for Monocular 3D Multi-Person Pose Estimation
  16 Jul 2022 0 repositories listed
• HOME: High-Order Mixed-Moment-based Embedding for Representation Learning
  15 Jul 2022 0 repositories listed
• Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning
  15 Jul 2022 0 repositories listed
• Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model
  14 Jul 2022 0 repositories listed
• Deep Dictionary Learning with An Intra-class Constraint
  14 Jul 2022 0 repositories listed
• Making Linear MDPs Practical via Contrastive Representation Learning
  14 Jul 2022 0 repositories listed
• Probing the Robustness of Independent Mechanism Analysis for Representation Learning
  13 Jul 2022 0 repositories listed
• Dual Contrastive Learning for Spatio-temporal Representation
  12 Jul 2022 0 repositories listed
• How Do Multilingual Encoders Learn Cross-lingual Representation?
  12 Jul 2022 0 repositories listed
• Language-Based Causal Representation Learning
  12 Jul 2022 0 repositories listed
• LaT: Latent Translation with Cycle-Consistency for Video-Text Retrieval
  11 Jul 2022 0 repositories listed
• Patch-level instance-group discrimination with pretext-invariant learning for colitis scoring
  11 Jul 2022 0 repositories listed
• Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning
  10 Jul 2022 0 repositories listed
• A Study on Self-Supervised Object Detection Pretraining
  9 Jul 2022 0 repositories listed
• Adaptive Structural Similarity Preserving for Unsupervised Cross Modal Hashing
  9 Jul 2022 0 repositories listed
• Learning Structured Representations of Visual Scenes
  9 Jul 2022 0 repositories listed
• GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks
  8 Jul 2022 0 repositories listed
• Pixel-level Correspondence for Self-Supervised Learning from Video
  8 Jul 2022 0 repositories listed
• UIILD: A Unified Interpretable Intelligent Learning Diagnosis Framework for Intelligent Tutoring Systems
  7 Jul 2022 0 repositories listed
• Learning Music-Dance Representations through Explicit-Implicit Rhythm Synchronization
  7 Jul 2022 0 repositories listed
• Self-Supervised RF Signal Representation Learning for NextG Signal Classification with Deep Learning
  7 Jul 2022 0 repositories listed
• Representation Learning in Continuous-Time Dynamic Signed Networks
  7 Jul 2022 0 repositories listed
• Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network
  6 Jul 2022 0 repositories listed
• Hyperbolic Molecular Representation Learning for Drug Repositioning
  6 Jul 2022 0 repositories listed
• Pre-training Transformers for Molecular Property Prediction Using Reaction Prediction
  6 Jul 2022 0 repositories listed
• Unsupervised Learning for Human Sensing Using Radio Signals
  6 Jul 2022 0 repositories listed
• Variational Flow Graphical Model
  6 Jul 2022 0 repositories listed
• voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data
  6 Jul 2022 0 repositories listed
• DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition
  5 Jul 2022 0 repositories listed
• Efficient Representation Learning via Adaptive Context Pooling
  5 Jul 2022 0 repositories listed
• FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis
  5 Jul 2022 0 repositories listed
• Toward Explainable and Fine-Grained 3D Grounding through Referring Textual Phrases
  5 Jul 2022 0 repositories listed
• Discourse-Aware Graph Networks for Textual Logical Reasoning
  4 Jul 2022 0 repositories listed
• Learning node embeddings via summary graphs: a brief theoretical analysis
  4 Jul 2022 0 repositories listed
• Multi-granularity Item-based Contrastive Recommendation
  4 Jul 2022 0 repositories listed
• Representation Learning with Information Theory for COVID-19 Detection
  4 Jul 2022 0 repositories listed
• S⁵Mars: Semi-Supervised Learning for Mars Semantic Segmentation
  4 Jul 2022 0 repositories listed
• Spatiotemporal Feature Learning Based on Two-Step LSTM and Transformer for CT Scans
  4 Jul 2022 0 repositories listed
• Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval
  2 Jul 2022 0 repositories listed
• Capturing the Content of a Document through Complex Event Identification
  1 Jul 2022 0 repositories listed
• Contrastive Data and Learning for Natural Language Processing
  1 Jul 2022 0 repositories listed
• DALG: Deep Attentive Local and Global Modeling for Image Retrieval
  1 Jul 2022 0 repositories listed
• e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce
  1 Jul 2022 0 repositories listed
• Exploring the Value of Multi-View Learning for Session-Aware Query Representation
  1 Jul 2022 0 repositories listed
• Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning
  1 Jul 2022 0 repositories listed
• Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text
  1 Jul 2022 0 repositories listed
• Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering
  1 Jul 2022 0 repositories listed
• Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies
  1 Jul 2022 0 repositories listed
• Learning Job Titles Similarity from Noisy Skill Labels
  1 Jul 2022 0 repositories listed
• TLDR at SemEval-2022 Task 1: Using Transformers to Learn Dictionaries and Representations
  1 Jul 2022 0 repositories listed
• Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding
  1 Jul 2022 0 repositories listed
• Causal Machine Learning: A Survey and Open Problems
  30 Jun 2022 0 repositories listed
• Deformable Graph Transformer
  29 Jun 2022 0 repositories listed
• Dynamic Community Detection via Adversarial Temporal Graph Representation Learning
  29 Jun 2022 0 repositories listed
• Interventional Contrastive Learning with Meta Semantic Regularizer
  29 Jun 2022 0 repositories listed
• Intrinsic Anomaly Detection for Multi-Variate Time Series
  29 Jun 2022 0 repositories listed
• A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets and Challenges
  28 Jun 2022 0 repositories listed
• Hebbian Continual Representation Learning
  28 Jun 2022 0 repositories listed
• Masked World Models for Visual Control
  28 Jun 2022 0 repositories listed
• RAW-GNN: RAndom Walk Aggregation based Graph Neural Network
  28 Jun 2022 0 repositories listed
• Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding
  27 Jun 2022 0 repositories listed
• ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
  27 Jun 2022 0 repositories listed
• Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation
  26 Jun 2022 0 repositories listed
• Self-supervised Context-aware Style Representation for Expressive Speech Synthesis
  25 Jun 2022 0 repositories listed
• Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning
  25 Jun 2022 0 repositories listed
• MultiSAGE: a multiplex embedding algorithm for inter-layer link prediction
  24 Jun 2022 0 repositories listed
• Do Trajectories Encode Verb Meaning?
  23 Jun 2022 0 repositories listed
• EventNeRF: Neural Radiance Fields from a Single Colour Event Camera
  23 Jun 2022 0 repositories listed
• Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations
  22 Jun 2022 0 repositories listed
• Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning
  21 Jun 2022 0 repositories listed
• Transferable Graph Backdoor Attack
  21 Jun 2022 0 repositories listed
• Design of Supervision-Scalable Learning Systems: Methodology and Performance Benchmarking
  18 Jun 2022 0 repositories listed
• Secure Embedding Aggregation for Federated Representation Learning
  18 Jun 2022 0 repositories listed
• How Robust is Unsupervised Representation Learning to Distribution Shift?
  17 Jun 2022 0 repositories listed
• Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning
  17 Jun 2022 0 repositories listed
• Large-Margin Representation Learning for Texture Classification
  17 Jun 2022 0 repositories listed
• A CTC Triggered Siamese Network with Spatial-Temporal Dropout for Speech Recognition
  16 Jun 2022 0 repositories listed
• Domain Generalization via Selective Consistency Regularization for Time Series Classification
  16 Jun 2022 0 repositories listed
• iBoot: Image-bootstrapped Self-Supervised Video Representation Learning
  16 Jun 2022 0 repositories listed
• Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective
  16 Jun 2022 0 repositories listed
• OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
  16 Jun 2022 0 repositories listed