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Representation Learning

4516 directly classified papers

Papers per year

Papers

Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024
msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression AAAI 2024
Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024
SD-MVS: Segmentation-Driven Deformation Multi-View Stereo with Spherical Refinement and EM Optimization AAAI 2024
NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs AAAI 2024
Forecasting Bimanual Object Manipulation Sequences from Unimanual Observations AAAI 2024
LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis Functions AAAI 2024
FaceCoresetNet: Differentiable Coresets for Face Set Recognition AAAI 2024
Towards Squeezing-Averse Virtual Try-On via Sequential Deformation AAAI 2024
patchDPCC: A Patchwise Deep Compression Framework for Dynamic Point Clouds AAAI 2024
Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024
Best of Both Worlds: Learning Arbitrary-Scale Blind Super-Resolution via Dual Degradation Representations and Cycle-Consistency WACV 2024
BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model NIPS 2024
KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching AAAI 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NIPS 2024
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NIPS 2024
Neural Image Compression Using Masked Sparse Visual Representation WACV 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation NIPS 2024
Parallel Backpropagation for Shared-Feature Visualization NIPS 2024
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning NIPS 2024
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NIPS 2024
Neural Persistence Dynamics NIPS 2024
CoSy: Evaluating Textual Explanations of Neurons NIPS 2024
RanDumb: Random Representations Outperform Online Continually Learned Representations NIPS 2024
Any-Stereo: Arbitrary Scale Disparity Estimation for Iterative Stereo Matching AAAI 2024