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Representation Learning

18,863 papers

Papers per year

Papers

LG-VQ: Language-Guided Codebook Learning NIPS 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs NIPS 2024
MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction NIPS 2024
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning NIPS 2024
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery NIPS 2024
Towards Automated RISC-V Microarchitecture Design with Reinforcement Learning AAAI 2024
Multitarget Device-Free Localization via Cross-Domain Wi-Fi RSS Training Data and Attentional Prior Fusion AAAI 2024
MASTER: Market-Guided Stock Transformer for Stock Price Forecasting AAAI 2024
Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting AAAI 2024
Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation AAAI 2024
Unsupervised Gene-Cell Collective Representation Learning with Optimal Transport AAAI 2024
Trend-Aware Supervision: On Learning Invariance for Semi-supervised Facial Action Unit Intensity Estimation AAAI 2024
Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024
SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression AAAI 2024
Orthogonal Dictionary Guided Shape Completion Network for Point Cloud AAAI 2024
FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging AAAI 2024
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024
Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation AAAI 2024
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection AAAI 2024
SkeletonGait: Gait Recognition Using Skeleton Maps AAAI 2024
Mimic: Speaking Style Disentanglement for Speech-Driven 3D Facial Animation AAAI 2024
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking AAAI 2024
SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024