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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 72 of 106: papers 7,101 to 7,200 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 Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings
  28 Dec 2022 0 repositories listed
• Representation Learning in Deep RL via Discrete Information Bottleneck
  28 Dec 2022 0 repositories listed
• VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges
  26 Dec 2022 0 repositories listed
• Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives
  24 Dec 2022 0 repositories listed
• Do DALL-E and Flamingo Understand Each Other?
  23 Dec 2022 0 repositories listed
• Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations
  23 Dec 2022 0 repositories listed
• Graph Learning with Localized Neighborhood Fairness
  22 Dec 2022 0 repositories listed
• Continual Contrastive Finetuning Improves Low-Resource Relation Extraction
  21 Dec 2022 0 repositories listed
• Integrating Heterogeneous Domain Information into Relation Extraction: A Case Study on Drug-Drug Interaction Extraction
  21 Dec 2022 0 repositories listed
• Learning List-Level Domain-Invariant Representations for Ranking
  21 Dec 2022 0 repositories listed
• MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning
  21 Dec 2022 0 repositories listed
• UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering
  21 Dec 2022 0 repositories listed
• C2F-TCN: A Framework for Semi and Fully Supervised Temporal Action Segmentation
  20 Dec 2022 0 repositories listed
• MolCPT: Molecule Continuous Prompt Tuning to Generalize Molecular Representation Learning
  20 Dec 2022 0 repositories listed
• Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?
  20 Dec 2022 0 repositories listed
• COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images
  19 Dec 2022 0 repositories listed
• On the Complexity of Representation Learning in Contextual Linear Bandits
  19 Dec 2022 0 repositories listed
• 3D Point Cloud Pre-training with Knowledge Distillation from 2D Images
  17 Dec 2022 0 repositories listed
• Graph Learning and Its Advancements on Large Language Models: A Holistic Survey
  17 Dec 2022 0 repositories listed
• Improving self-supervised representation learning via sequential adversarial masking
  16 Dec 2022 0 repositories listed
• Text-to-speech synthesis based on latent variable conversion using diffusion probabilistic model and variational autoencoder
  16 Dec 2022 0 repositories listed
• Toward Improved Generalization: Meta Transfer of Self-supervised Knowledge on Graphs
  16 Dec 2022 0 repositories listed
• COLA: Improving Conversational Recommender Systems by Collaborative Augmentation
  15 Dec 2022 0 repositories listed
• Edema Estimation From Facial Images Taken Before and After Dialysis via Contrastive Multi-Patient Pre-Training
  15 Dec 2022 0 repositories listed
• Multi-task Fusion for Efficient Panoptic-Part Segmentation
  15 Dec 2022 0 repositories listed
• Retrieval-based Disentangled Representation Learning with Natural Language Supervision
  15 Dec 2022 0 repositories listed
• Efficient Speech Representation Learning with Low-Bit Quantization
  14 Dec 2022 0 repositories listed
• Image Compression with Product Quantized Masked Image Modeling
  14 Dec 2022 0 repositories listed
• MAELi: Masked Autoencoder for Large-Scale LiDAR Point Clouds
  14 Dec 2022 0 repositories listed
• Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning
  13 Dec 2022 0 repositories listed
• Using Multiple Instance Learning to Build Multimodal Representations
  11 Dec 2022 0 repositories listed
• Complete-to-Partial 4D Distillation for Self-Supervised Point Cloud Sequence Representation Learning
  10 Dec 2022 0 repositories listed
• Multi-view Graph Convolutional Networks with Differentiable Node Selection
  9 Dec 2022 0 repositories listed
• Robust Graph Representation Learning via Predictive Coding
  9 Dec 2022 0 repositories listed
• Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples
  8 Dec 2022 0 repositories listed
• Group Generalized Mean Pooling for Vision Transformer
  8 Dec 2022 0 repositories listed
• Localized Contrastive Learning on Graphs
  8 Dec 2022 0 repositories listed
• PALMER: Perception-Action Loop with Memory for Long-Horizon Planning
  8 Dec 2022 0 repositories listed
• Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information
  7 Dec 2022 0 repositories listed
• Learning Graph Search Heuristics
  7 Dec 2022 0 repositories listed
• Learning-To-Embed: Adopting Transformer based models for E-commerce Products Representation Learning
  7 Dec 2022 0 repositories listed
• Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning
  7 Dec 2022 0 repositories listed
• Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations
  6 Dec 2022 0 repositories listed
• Self-supervised Graph Representation Learning for Black Market Account Detection
  6 Dec 2022 0 repositories listed
• Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty
  6 Dec 2022 0 repositories listed
• Understanding Self-Predictive Learning for Reinforcement Learning
  6 Dec 2022 0 repositories listed
• Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation
  5 Dec 2022 0 repositories listed
• GARF:Geometry-Aware Generalized Neural Radiance Field
  5 Dec 2022 0 repositories listed
• MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
  5 Dec 2022 0 repositories listed
• Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
  4 Dec 2022 0 repositories listed
• Interpretable Node Representation with Attribute Decoding
  3 Dec 2022 0 repositories listed
• Multi-view deep learning based molecule design and structural optimization accelerates the SARS-CoV-2 inhibitor discovery
  3 Dec 2022 0 repositories listed
• Compound Tokens: Channel Fusion for Vision-Language Representation Learning
  2 Dec 2022 0 repositories listed
• Self-supervised On-device Federated Learning from Unlabeled Streams
  2 Dec 2022 0 repositories listed
• Improved Representation Learning Through Tensorized Autoencoders
  2 Dec 2022 0 repositories listed
• SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction
  2 Dec 2022 0 repositories listed
• A General Purpose Supervisory Signal for Embodied Agents
  1 Dec 2022 0 repositories listed
• Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models
  1 Dec 2022 0 repositories listed
• Multi-Task Imitation Learning for Linear Dynamical Systems
  1 Dec 2022 0 repositories listed
• Universe Points Representation Learning for Partial Multi-Graph Matching
  1 Dec 2022 0 repositories listed
• A Node-collaboration-informed Graph Convolutional Network for Precise Representation to Undirected Weighted Graphs
  30 Nov 2022 0 repositories listed
• Coordinating Cross-modal Distillation for Molecular Property Prediction
  30 Nov 2022 0 repositories listed
• Random Copolymer inverse design system orienting on Accurate discovering of Antimicrobial peptide-mimetic copolymers
  30 Nov 2022 0 repositories listed
• Scalable Pathogen Detection from Next Generation DNA Sequencing with Deep Learning
  30 Nov 2022 0 repositories listed
• Spatio-Temporal Crop Aggregation for Video Representation Learning
  30 Nov 2022 0 repositories listed
• Towards True Lossless Sparse Communication in Multi-Agent Systems
  30 Nov 2022 0 repositories listed
• Disentangled Generation with Information Bottleneck for Few-Shot Learning
  29 Nov 2022 0 repositories listed
• Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring
  29 Nov 2022 0 repositories listed
• Lightweight Structure-Aware Attention for Visual Understanding
  29 Nov 2022 0 repositories listed
• Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology
  29 Nov 2022 0 repositories listed
• Survey on Self-Supervised Multimodal Representation Learning and Foundation Models
  29 Nov 2022 0 repositories listed
• Text Representation Enrichment Utilizing Graph based Approaches: Stock Market Technical Analysis Case Study
  29 Nov 2022 0 repositories listed
• Deep Semi-supervised Learning with Double-Contrast of Features and Semantics
  28 Nov 2022 0 repositories listed
• LoNe Sampler: Graph node embeddings by coordinated local neighborhood sampling
  28 Nov 2022 0 repositories listed
• Offline Q-Learning on Diverse Multi-Task Data Both Scales And Generalizes
  28 Nov 2022 0 repositories listed
• Tackling Visual Control via Multi-View Exploration Maximization
  28 Nov 2022 0 repositories listed
• Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges
  27 Nov 2022 0 repositories listed
• Impact of Strategic Sampling and Supervision Policies on Semi-supervised Learning
  27 Nov 2022 0 repositories listed
• A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix
  26 Nov 2022 0 repositories listed
• CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors
  26 Nov 2022 0 repositories listed
• Mitigating Relational Bias on Knowledge Graphs
  26 Nov 2022 0 repositories listed
• Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation
  26 Nov 2022 0 repositories listed
• Less Data, More Knowledge: Building Next Generation Semantic Communication Networks
  25 Nov 2022 0 repositories listed
• Molecular Joint Representation Learning via Multi-modal Information
  25 Nov 2022 0 repositories listed
• End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning
  24 Nov 2022 0 repositories listed
• Device Directedness with Contextual Cues for Spoken Dialog Systems
  23 Nov 2022 0 repositories listed
• How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning?
  23 Nov 2022 0 repositories listed
• Learning Compact Features via In-Training Representation Alignment
  23 Nov 2022 0 repositories listed
• Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning
  23 Nov 2022 0 repositories listed
• SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model
  23 Nov 2022 0 repositories listed
• Disentangled Feature Learning for Real-Time Neural Speech Coding
  22 Nov 2022 0 repositories listed
• PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding
  22 Nov 2022 0 repositories listed
• Data-Driven Offline Decision-Making via Invariant Representation Learning
  21 Nov 2022 0 repositories listed
• Disentangled Representation Learning
  21 Nov 2022 0 repositories listed
• PiRL: Participant-Invariant Representation Learning for Healthcare
  21 Nov 2022 0 repositories listed
• Unifying Vision-Language Representation Space with Single-tower Transformer
  21 Nov 2022 0 repositories listed
• VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning
  21 Nov 2022 0 repositories listed
• Enhancing Intra-class Information Extraction for Heterophilous Graphs: One Neural Architecture Search Approach
  20 Nov 2022 0 repositories listed
• When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method
  20 Nov 2022 0 repositories listed
• Towards Generalizable Graph Contrastive Learning: An Information Theory Perspective
  20 Nov 2022 0 repositories listed