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Representation Learning

401 directly classified papers

Papers per year

Papers

Cross-PCR: A Robust Cross-Source Point Cloud Registration Framework AAAI 2025

Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement ACL 2025

Embeddings for Numerical Features Using tanh Activation ACL 2025

Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025

MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025

ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths ACL 2025

Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025

Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025

Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection CVPR 2025

GFlow: Recovering 4D World from Monocular Video AAAI 2025

Details Enhancement in Unsigned Distance Field Learning for High-fidelity 3D Surface Reconstruction AAAI 2025

A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy AAAI 2025

FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025

FADE: Why Bad Descriptions Happen to Good Features ACL 2025

HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection AAAI 2025

Deep Hypergraph Neural Networks with Tight Framelets AAAI 2025

Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025

Moment Quantization for Video Temporal Grounding ICCV 2025

Quantifying Phonosemantic Iconicity Distributionally in 6 Languages IJCNLP 2025

A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition ICCV 2025

S3 - Semantic Signal Separation ACL 2025

Bayesian-Inspired Space-Time Superpixels ICCV 2025

Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025

Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025

A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025