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Representation Learning

401 directly classified papers

Papers per year

Papers

Beyond Position: the emergence of wavelet-like properties in Transformers ACL 2025
Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection CVPR 2025
Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration AAAI 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025
HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection AAAI 2025
Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation ACL 2025
PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus AAAI 2024
DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation AAAI 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NIPS 2024
Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024
Dynamic Feature Pruning and Consolidation for Occluded Person Re-identification AAAI 2024
Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs EMNLP 2024
Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification ACL 2024
Locating and Extracting Relational Concepts in Large Language Models ACL 2024
Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract) AAAI 2024
Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024
Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024
ParamISP: Learned Forward and Inverse ISPs using Camera Parameters CVPR 2024
Relightable Gaussian Codec Avatars CVPR 2024
Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion CVPR 2024
Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks AAAI 2024
Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024