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Representation Learning

18863 directly classified papers

Papers per year

Papers

Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline AAAI 2026
Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation AAAI 2026
Supervised Dynamic Dimension Reduction with Deep Neural Network AAAI 2026
LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026
LogicCBMs: Logic-Enhanced Concept-Based Learning WACV 2026
Bridging the Skills Gap: A Course Model for Modern Generative AI Education AAAI 2026
SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026
Scalable Video Action Anticipation with Cross Linear Attentive Memory WACV 2026
Exploiting Graph-Based Structural Priors for Visual Recognition AAAI 2026
CompRestacking: Capturing Channel Dependency in Highly Correlated Multivariate Time Series Data (Student Abstract) AAAI 2026
Deterministic Hyperdimensional Learning with Rank Refinement (Student Abstract) AAAI 2026
Latent Representations of Land–Sea Boundaries and Extreme Temperature in Aurora’s Encoder (Student Abstract) AAAI 2026
Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026
Memory-Augmented Representation for Efficient Event-based Visuomotor Policy Learning with Adaptive Perception and Control WACV 2026
Trajectory Tactics: When Transformers Learn Exploration to Generate Online Signature WACV 2026
Hymavi : A Hybrid Mamba-Attention Network in Multi-View Framework for Volumetric Medical Image Segmentation WACV 2026
ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability WACV 2026
MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026
mmWEAVER: Environment-Specific mmWave Signal Synthesis from a Photo and Activity Description WACV 2026
Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure AAAI 2026
SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation WACV 2026
Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026
NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation AAAI 2026
Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations AAAI 2026
SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs AAAI 2026