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Representation Learning

18,863 papers

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Papers

Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024
Learning sum of diverse features: computational hardness and efficient gradient-based training for ridge combinations COLT 2024
Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions COLT 2024
Efficient Algorithms for Attributed Graph Alignment with Vanishing Edge Correlation Extended Abstract COLT 2024
Words That Stick: Using Keyword Cohesion to Improve Text Segmentation CONLL 2024
AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity CONLL 2024
Global Learning with Triplet Relations in Abstractive Summarization CONLL 2024
Graphemes vs. phonemes: battling it out in character-based language models CONLL 2024
WhatIf: Leveraging Word Vectors for Small-Scale Data Augmentation CONLL 2024
Seeing the World through Your Eyes CVPR 2024
3D Paintbrush: Local Stylization of 3D Shapes with Cascaded Score Distillation CVPR 2024
SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation CVPR 2024
UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity CVPR 2024
FADES: Fair Disentanglement with Sensitive Relevance CVPR 2024
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation CVPR 2024
StyLitGAN: Image-Based Relighting via Latent Control CVPR 2024
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective CVPR 2024
Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views CVPR 2024
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024
SketchINR: A First Look into Sketches as Implicit Neural Representations CVPR 2024
G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping CVPR 2024
DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning CVPR 2024
Task-Customized Mixture of Adapters for General Image Fusion CVPR 2024
Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction CVPR 2024
Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping CVPR 2024