Browse State-of-the-Art › Representation Learning › Papers, page 79

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 79 of 106: papers 7,801 to 7,900 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.

• Text Transformations in Contrastive Self-Supervised Learning: A Review
  22 Mar 2022 0 repositories listed
• Towards Textual Out-of-Domain Detection without In-Domain Labels
  22 Mar 2022 0 repositories listed
• Disentangling Patterns and Transformations from One Sequence of Images with Shape-invariant Lie Group Transformer
  21 Mar 2022 0 repositories listed
• Temporal Abstractions-Augmented Temporally Contrastive Learning: An Alternative to the Laplacian in RL
  21 Mar 2022 0 repositories listed
• XTREME-S: Evaluating Cross-lingual Speech Representations
  21 Mar 2022 0 repositories listed
• Attention Aided CSI Wireless Localization
  20 Mar 2022 0 repositories listed
• Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows
  20 Mar 2022 0 repositories listed
• Deep reinforcement learning guided graph neural networks for brain network analysis
  18 Mar 2022 0 repositories listed
• elBERto: Self-supervised Commonsense Learning for Question Answering
  17 Mar 2022 0 repositories listed
• Explainability in Graph Neural Networks: An Experimental Survey
  17 Mar 2022 0 repositories listed
• Few-Shot Learning on Graphs
  17 Mar 2022 0 repositories listed
• Graph Representation Learning with Individualization and Refinement
  17 Mar 2022 0 repositories listed
• Symmetry-Based Representations for Artificial and Biological General Intelligence
  17 Mar 2022 0 repositories listed
• Adversarial Learned Fair Representations using Dampening and Stacking
  16 Mar 2022 0 repositories listed
• CapsNet for Medical Image Segmentation
  16 Mar 2022 0 repositories listed
• Multi-View Document Representation Learning for Open-Domain Dense Retrieval
  16 Mar 2022 0 repositories listed
• X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
  16 Mar 2022 0 repositories listed
• Categorical Representation Learning and RG flow operators for algorithmic classifiers
  15 Mar 2022 0 repositories listed
• Does Corpus Quality Really Matter for Low-Resource Languages?
  15 Mar 2022 0 repositories listed
• End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding
  15 Mar 2022 0 repositories listed
• Generating Privacy-Preserving Process Data with Deep Generative Models
  15 Mar 2022 0 repositories listed
• Graph Representation Learning for Popularity Prediction Problem: A Survey
  15 Mar 2022 0 repositories listed
• Privacy-Preserving Speech Representation Learning using Vector Quantization
  15 Mar 2022 0 repositories listed
• RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
  15 Mar 2022 0 repositories listed
• Task-Agnostic Robust Representation Learning
  15 Mar 2022 0 repositories listed
• Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification
  14 Mar 2022 0 repositories listed
• UniVIP: A Unified Framework for Self-Supervised Visual Pre-training
  14 Mar 2022 0 repositories listed
• Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network
  13 Mar 2022 0 repositories listed
• Integrating Dependency Tree Into Self-attention for Sentence Representation
  11 Mar 2022 0 repositories listed
• Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers
  11 Mar 2022 0 repositories listed
• Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials
  10 Mar 2022 0 repositories listed
• StyleBabel: Artistic Style Tagging and Captioning
  10 Mar 2022 0 repositories listed
• Efficient Image Representation Learning with Federated Sampled Softmax
  9 Mar 2022 0 repositories listed
• Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks
  9 Mar 2022 0 repositories listed
• LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings
  9 Mar 2022 0 repositories listed
• Representation, learning, and planning algorithms for geometric task and motion planning
  9 Mar 2022 0 repositories listed
• CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification
  8 Mar 2022 0 repositories listed
• Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network
  7 Mar 2022 0 repositories listed
• Robust facial expression recognition with global‑local joint representation learning
  7 Mar 2022 0 repositories listed
• Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning
  5 Mar 2022 0 repositories listed
• The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
  4 Mar 2022 0 repositories listed
• Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-Identification
  3 Mar 2022 0 repositories listed
• MetaDT: Meta Decision Tree with Class Hierarchy for Interpretable Few-Shot Learning
  3 Mar 2022 0 repositories listed
• Translational Lung Imaging Analysis Through Disentangled Representations
  3 Mar 2022 0 repositories listed
• Vision-Language Intelligence: Tasks, Representation Learning, and Large Models
  3 Mar 2022 0 repositories listed
• A Brief Overview of Unsupervised Neural Speech Representation Learning
  1 Mar 2022 0 repositories listed
• Towards a Common Speech Analysis Engine
  1 Mar 2022 0 repositories listed
• A Mutually Reinforced Framework for Pretrained Sentence Embeddings
  28 Feb 2022 0 repositories listed
• Description Logic EL++ Embeddings with Intersectional Closure
  28 Feb 2022 0 repositories listed
• Fuse Local and Global Semantics in Representation Learning
  28 Feb 2022 0 repositories listed
• Generalizable task representation learning from human demonstration videos: a geometric approach
  28 Feb 2022 0 repositories listed
• Multi-modal Alignment using Representation Codebook
  28 Feb 2022 0 repositories listed
• Weakly Supervised Disentangled Representation for Goal-conditioned Reinforcement Learning
  28 Feb 2022 0 repositories listed
• Distribution Preserving Graph Representation Learning
  27 Feb 2022 0 repositories listed
• Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images
  27 Feb 2022 0 repositories listed
• SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification
  26 Feb 2022 0 repositories listed
• A Simple Self-Supervised ECG Representation Learning Method via Manipulated Temporal-Spatial Reverse Detection
  25 Feb 2022 0 repositories listed
• Raman Spectrum Matching with Contrastive Representation Learning
  25 Feb 2022 0 repositories listed
• New Benchmark for Household Garbage Image Recognition
  24 Feb 2022 0 repositories listed
• Using calibrator to improve robustness in Machine Reading Comprehension
  24 Feb 2022 0 repositories listed
• Deep Graph Learning for Anomalous Citation Detection
  23 Feb 2022 0 repositories listed
• Fine-Grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning
  23 Feb 2022 0 repositories listed
• Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data
  22 Feb 2022 0 repositories listed
• Message passing all the way up
  22 Feb 2022 0 repositories listed
• PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds
  22 Feb 2022 0 repositories listed
• Multi-task Representation Learning with Stochastic Linear Bandits
  21 Feb 2022 0 repositories listed
• Photometric Redshift Estimation with Convolutional Neural Networks and Galaxy Images: A Case Study of Resolving Biases in Data-Driven Methods
  21 Feb 2022 0 repositories listed
• Rethinking the Zigzag Flattening for Image Reading
  21 Feb 2022 0 repositories listed
• Self-Evolutionary Clustering
  21 Feb 2022 0 repositories listed
• 𝒴-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning
  20 Feb 2022 0 repositories listed
• Transformation Coding: Simple Objectives for Equivariant Representations
  19 Feb 2022 0 repositories listed
• On the Implicit Bias Towards Minimal Depth of Deep Neural Networks
  18 Feb 2022 0 repositories listed
• Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT)
  18 Feb 2022 0 repositories listed
• Explaining, Evaluating and Enhancing Neural Networks' Learned Representations
  18 Feb 2022 0 repositories listed
• Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion
  18 Feb 2022 0 repositories listed
• How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
  18 Feb 2022 0 repositories listed
• Interactive Visual Pattern Search on Graph Data via Graph Representation Learning
  18 Feb 2022 0 repositories listed
• Learning Representations Robust to Group Shifts and Adversarial Examples
  18 Feb 2022 0 repositories listed
• Generalizable Information Theoretic Causal Representation
  17 Feb 2022 0 repositories listed
• Limitations of Neural Collapse for Understanding Generalization in Deep Learning
  17 Feb 2022 0 repositories listed
• Survey on Self-supervised Representation Learning Using Image Transformations
  17 Feb 2022 0 repositories listed
• Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
  16 Feb 2022 0 repositories listed
• Diagnosing Batch Normalization in Class Incremental Learning
  16 Feb 2022 0 repositories listed
• Self-Supervised Representation Learning via Latent Graph Prediction
  16 Feb 2022 0 repositories listed
• CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval
  15 Feb 2022 0 repositories listed
• Compositional Scene Representation Learning via Reconstruction: A Survey
  15 Feb 2022 0 repositories listed
• Learning Contextually Fused Audio-visual Representations for Audio-visual Speech Recognition
  15 Feb 2022 0 repositories listed
• A Generic Self-Supervised Framework of Learning Invariant Discriminative Features
  14 Feb 2022 0 repositories listed
• Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation
  14 Feb 2022 0 repositories listed
• Discriminability-enforcing loss to improve representation learning
  14 Feb 2022 0 repositories listed
• Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning
  14 Feb 2022 0 repositories listed
• Learning to Discover Medicines
  14 Feb 2022 0 repositories listed
• On Pitfalls of Identifiability in Unsupervised Learning. A Note on: "Desiderata for Representation Learning: A Causal Perspective"
  14 Feb 2022 0 repositories listed
• UserBERT: Modeling Long- and Short-Term User Preferences via Self-Supervision
  14 Feb 2022 0 repositories listed
• Geometric Graph Representation Learning via Maximizing Rate Reduction
  13 Feb 2022 0 repositories listed
• Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based Model
  13 Feb 2022 0 repositories listed
• Incremental user embedding modeling for personalized text classification
  13 Feb 2022 0 repositories listed
• Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search
  13 Feb 2022 0 repositories listed
• Investigating Power laws in Deep Representation Learning
  11 Feb 2022 0 repositories listed
• PCENet: High Dimensional Surrogate Modeling for Learning Uncertainty
  10 Feb 2022 0 repositories listed