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Representation Learning

2843 directly classified papers

Papers per year

Papers

Plug-and-Play Tri-Branch Invertible Block for Image Rescaling AAAI 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images ICCV 2025
Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising AAAI 2025
Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation AAAI 2025
Efficient Document-level Event Relation Extraction NAACL 2025
Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark ICCV 2025
Autoregressive Denoising Score Matching is a Good Video Anomaly Detector ICCV 2025
Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding ICCV 2025
Unveiling Multi-View Anomaly Detection: Intra-view Decoupling and Inter-view Fusion AAAI 2025
Online Fraud Detection via Test-Time Retrieval-Based Representation Enrichment AAAI 2025
Probing Neural Network Generalization using Default Patterns NAACL 2025
Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025
A Variable Occurrence-Centric Framework for Inconsistency Handling AAAI 2025
Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning AAAI 2025
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025
DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025
GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning AAAI 2025
FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 2025
Learning conditional distributions on continuous spaces JMLR 2025
Functional Connectomes of Neural Networks AAAI 2025
Subgraph Invariant Learning Towards Large-Scale Graph Node Classification AAAI 2025
PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model AAAI 2025