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Representation Learning

20,822 papers

Papers per year

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Papers

Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CONLL 2025
What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT CONLL 2025
Polarity inversion operators in PLM CONLL 2025
Investigating Psychometric Predictive Power of Syntactic Attention CONLL 2025
Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CONLL 2025
Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting CONLL 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025
DynScene: Scalable Generation of Dynamic Robotic Manipulation Scenes for Embodied AI CVPR 2025
Hyperbolic Category Discovery CVPR 2025
Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models CVPR 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025
Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval CVPR 2025
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions CVPR 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025
From Faces to Voices: Learning Hierarchical Representations for High-quality Video-to-Speech CVPR 2025
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation CVPR 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
DepthCues: Evaluating Monocular Depth Perception in Large Vision Models CVPR 2025
Nested Diffusion Models Using Hierarchical Latent Priors CVPR 2025
HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025
Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025
IDOL: Instant Photorealistic 3D Human Creation from a Single Image CVPR 2025
Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025
Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025
Latent Space Imaging CVPR 2025