Browse State-of-the-Art › Representation Learning › Papers, page 53
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 53 of 106: papers 5,201 to 5,300 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 Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers15 Dec 2024 0 repositories listed
-
Imagined Speech State Classification for Robust Brain-Computer Interface15 Dec 2024 0 repositories listed
-
Representation learning of dynamic networks15 Dec 2024 0 repositories listed
-
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models15 Dec 2024 0 repositories listed
-
Towards Context-aware Convolutional Network for Image Restoration15 Dec 2024 0 repositories listed
-
Video Representation Learning with Joint-Embedding Predictive Architectures14 Dec 2024 0 repositories listed
-
Is Contrastive Distillation Enough for Learning Comprehensive 3D Representations?12 Dec 2024 0 repositories listed
-
Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach11 Dec 2024 0 repositories listed
-
FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model11 Dec 2024 0 repositories listed
-
Hierarchical Context Alignment with Disentangled Geometric and Temporal Modeling for Semantic Occupancy Prediction11 Dec 2024 0 repositories listed
-
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images11 Dec 2024 0 repositories listed
-
SweetTokenizer: Semantic-Aware Spatial-Temporal Tokenizer for Compact Visual Discretization11 Dec 2024 0 repositories listed
-
Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning10 Dec 2024 0 repositories listed
-
Image Retrieval with Intra-Sweep Representation Learning for Neck Ultrasound Scanning Guidance10 Dec 2024 0 repositories listed
-
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation10 Dec 2024 0 repositories listed
-
Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach10 Dec 2024 0 repositories listed
-
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases9 Dec 2024 0 repositories listed
-
A Two-Stage AI-Powered Motif Mining Method for Efficient Power System Topological Analysis8 Dec 2024 0 repositories listed
-
CardOOD: Robust Query-driven Cardinality Estimation under Out-of-Distribution8 Dec 2024 0 repositories listed
-
Kernel Stochastic Configuration Networks for Nonlinear Regression8 Dec 2024 0 repositories listed
-
Neighborhood Commonality-aware Evolution Network for Continuous Generalized Category Discovery7 Dec 2024 0 repositories listed
-
Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures7 Dec 2024 0 repositories listed
-
WavFusion: Towards wav2vec 2.0 Multimodal Speech Emotion Recognition7 Dec 2024 0 repositories listed
-
DPGIIL: Dirichlet Process-Deep Generative Model-Integrated Incremental Learning for Clustering in Transmissibility-based Online Structural Anomaly Detection6 Dec 2024 0 repositories listed
-
Latent Space Characterization of Autoencoder Variants6 Dec 2024 0 repositories listed
-
VladVA: Discriminative Fine-tuning of LVLMs5 Dec 2024 0 repositories listed
-
Disentangled Representation Learning for Causal Inference with Instruments5 Dec 2024 0 repositories listed
-
Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review5 Dec 2024 0 repositories listed
-
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification5 Dec 2024 0 repositories listed
-
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning4 Dec 2024 0 repositories listed
-
Cluster Specific Representation Learning4 Dec 2024 0 repositories listed
-
Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction4 Dec 2024 0 repositories listed
-
TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception4 Dec 2024 0 repositories listed
-
Arctic-Embed 2.0: Multilingual Retrieval Without Compromise3 Dec 2024 0 repositories listed
-
CLERF: Contrastive LEaRning for Full Range Head Pose Estimation3 Dec 2024 0 repositories listed
-
Direct Coloring for Self-Supervised Enhanced Feature Decoupling3 Dec 2024 0 repositories listed
-
GQWformer: A Quantum-based Transformer for Graph Representation Learning3 Dec 2024 0 repositories listed
-
Memory-efficient Continual Learning with Neural Collapse Contrastive3 Dec 2024 0 repositories listed
-
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition3 Dec 2024 0 repositories listed
-
Beyond Pairwise Correlations: Higher-Order Redundancies in Self-Supervised Representation Learning2 Dec 2024 0 repositories listed
-
Machine Learning Analysis of Anomalous Diffusion2 Dec 2024 0 repositories listed
-
MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis2 Dec 2024 0 repositories listed
-
PROFIT: A Specialized Optimizer for Deep Fine Tuning2 Dec 2024 0 repositories listed
-
Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment30 Nov 2024 0 repositories listed
-
CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention30 Nov 2024 0 repositories listed
-
A Unified Data Representation Learning for Non-parametric Two-sample Testing30 Nov 2024 0 repositories listed
-
Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillation30 Nov 2024 0 repositories listed
-
Noro: A Noise-Robust One-shot Voice Conversion System with Hidden Speaker Representation Capabilities29 Nov 2024 0 repositories listed
-
Pretrained Reversible Generation as Unsupervised Visual Representation Learning29 Nov 2024 0 repositories listed
-
Perturbation Ontology based Graph Attention Networks27 Nov 2024 0 repositories listed
-
Instance-Aware Graph Prompt Learning26 Nov 2024 0 repositories listed
-
Learning Chemical Reaction Representation with Reactant-Product Alignment26 Nov 2024 0 repositories listed
-
Abnormality-Driven Representation Learning for Radiology Imaging25 Nov 2024 0 repositories listed
-
Factorized Visual Tokenization and Generation25 Nov 2024 0 repositories listed
-
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation25 Nov 2024 0 repositories listed
-
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction25 Nov 2024 0 repositories listed
-
Multi-Token Enhancing for Vision Representation Learning24 Nov 2024 0 repositories listed
-
MIN: Multi-channel Interaction Network for Drug-Target Interaction with Protein Distillation23 Nov 2024 0 repositories listed
-
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining23 Nov 2024 0 repositories listed
-
Attributed Graph Clustering via Generalized Quaternion Representation Learning22 Nov 2024 0 repositories listed
-
Boundless Across Domains: A New Paradigm of Adaptive Feature and Cross-Attention for Domain Generalization in Medical Image Segmentation22 Nov 2024 0 repositories listed
-
Context-Aware Multimodal Pretraining22 Nov 2024 0 repositories listed
-
Double Machine Learning for Adaptive Causal Representation in High-Dimensional Data22 Nov 2024 0 repositories listed
-
Multi-modal Representation Learning Enables Accurate Protein Function Prediction in Low-Data Setting22 Nov 2024 0 repositories listed
-
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency22 Nov 2024 0 repositories listed
-
RED: Effective Trajectory Representation Learning with Comprehensive Information22 Nov 2024 0 repositories listed
-
Trajectory Representation Learning on Road Networks and Grids with Spatio-Temporal Dynamics21 Nov 2024 0 repositories listed
-
Can Reasons Help Improve Pedestrian Intent Estimation? A Cross-Modal Approach20 Nov 2024 0 repositories listed
-
Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark20 Nov 2024 0 repositories listed
-
S²ALM: Sequence-Structure Pre-trained Large Language Model for Comprehensive Antibody Representation Learning20 Nov 2024 0 repositories listed
-
HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives19 Nov 2024 0 repositories listed
-
Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image18 Nov 2024 0 repositories listed
-
Learning to Ask: Conversational Product Search via Representation Learning18 Nov 2024 0 repositories listed
-
ST-Tree with Interpretability for Multivariate Time Series Classification18 Nov 2024 0 repositories listed
-
TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data17 Nov 2024 0 repositories listed
-
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image16 Nov 2024 0 repositories listed
-
From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling16 Nov 2024 0 repositories listed
-
NeuroNURBS: Learning Efficient Surface Representations for 3D Solids16 Nov 2024 0 repositories listed
-
SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds16 Nov 2024 0 repositories listed
-
Increasing the Accessibility of Causal Domain Knowledge via Causal Information Extraction Methods: A Case Study in the Semiconductor Manufacturing Industry15 Nov 2024 0 repositories listed
-
Leveraging large language models for efficient representation learning for entity resolution15 Nov 2024 0 repositories listed
-
LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation14 Nov 2024 0 repositories listed
-
A survey on Graph Deep Representation Learning for Facial Expression Recognition13 Nov 2024 0 repositories listed
-
Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning13 Nov 2024 0 repositories listed
-
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization12 Nov 2024 0 repositories listed
-
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation11 Nov 2024 0 repositories listed
-
Fast and Robust Contextual Node Representation Learning over Dynamic Graphs11 Nov 2024 0 repositories listed
-
HeteroSample: Meta-path Guided Sampling for Heterogeneous Graph Representation Learning11 Nov 2024 0 repositories listed
-
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation11 Nov 2024 0 repositories listed
-
Shedding Light on Problems with Hyperbolic Graph Learning11 Nov 2024 0 repositories listed
-
Causal Representation Learning from Multimodal Biomedical Observations10 Nov 2024 0 repositories listed
-
SamRobNODDI: Q-Space Sampling-Augmented Continuous Representation Learning for Robust and Generalized NODDI10 Nov 2024 0 repositories listed
-
Analyzing the Evolution of Graphs and Texts9 Nov 2024 0 repositories listed
-
BreakGPT: Leveraging Large Language Models for Predicting Asset Price Surges9 Nov 2024 0 repositories listed
-
Learning From Graph-Structured Data: Addressing Design Issues and Exploring Practical Applications in Graph Representation Learning9 Nov 2024 0 repositories listed
-
Speech-Based Estimation of Schizophrenia Severity Using Feature Fusion9 Nov 2024 0 repositories listed
-
POC-SLT: Partial Object Completion with SDF Latent Transformers8 Nov 2024 0 repositories listed
-
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields8 Nov 2024 0 repositories listed
-
Video RWKV:Video Action Recognition Based RWKV8 Nov 2024 0 repositories listed
-
Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions6 Nov 2024 0 repositories listed