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Representation Learning

4516 directly classified papers

Papers per year

Papers

Decoupled Textual Embeddings for Customized Image Generation AAAI 2024
Orthogonal Dictionary Guided Shape Completion Network for Point Cloud AAAI 2024
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection AAAI 2024
Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction AAAI 2024
Social Physics Informed Diffusion Model for Crowd Simulation AAAI 2024
Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024
Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction CVPR 2024
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels AAAI 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024
Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024
Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation ACL 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024
SODA: Bottleneck Diffusion Models for Representation Learning CVPR 2024
Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024
Benchmarking Implicit Neural Representation and Geometric Rendering in Real-Time RGB-D SLAM CVPR 2024
NeRF Director: Revisiting View Selection in Neural Volume Rendering CVPR 2024
Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024
Generating Content for HDR Deghosting from Frequency View CVPR 2024
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024
FSC: Few-point Shape Completion CVPR 2024
Simple Semantic-Aided Few-Shot Learning CVPR 2024
Towards Progressive Multi-Frequency Representation for Image Warping CVPR 2024