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Representation Learning

4516 directly classified papers

Papers per year

Papers

Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024
Data-Free Generalized Zero-Shot Learning AAAI 2024
Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024
Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing AAAI 2024
B-spine: Learning B-spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation AAAI 2024
msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression AAAI 2024
Forecasting Bimanual Object Manipulation Sequences from Unimanual Observations AAAI 2024
NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs AAAI 2024
FaceCoresetNet: Differentiable Coresets for Face Set Recognition AAAI 2024
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network CVPR 2024
Understanding Visual Feature Reliance through the Lens of Complexity NIPS 2024
Towards Squeezing-Averse Virtual Try-On via Sequential Deformation AAAI 2024
Decomposing Semantic Shifts for Composed Image Retrieval AAAI 2024
Tree-Planted Transformers: Unidirectional Transformer Language Models with Implicit Syntactic Supervision ACL 2024
More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024
Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024
Direct May Not Be the Best: An Incremental Evolution View of Pose Generation AAAI 2024
Any-Stereo: Arbitrary Scale Disparity Estimation for Iterative Stereo Matching AAAI 2024
Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024
Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024
Causal Representation Learning via Counterfactual Intervention AAAI 2024
Fast Inter-frame Motion Prediction for Compressed Dynamic Point Cloud Attribute Enhancement AAAI 2024
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains NIPS 2024
SelfCodeAlign: Self-Alignment for Code Generation NIPS 2024