Representation Learning

Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation AAAI 2025 AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025 ADCD-Net: Robust Document Image Forgery Localization via Adaptive DCT Feature and Hierarchical Content Disentanglement ICCV 2025 ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution CVPR 2025 Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025 A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries AAAI 2025 A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy AAAI 2025 A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition ICCV 2025 A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025 All-in-One Image Compression and Restoration WACV 2025 ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling ICML 2025 ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025 Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025 An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025 APT: Adaptive Personalized Training for Diffusion Models with Limited Data CVPR 2025 AQUAFace: Age-Invariant Quality Adaptive Face Recognition for Unconstrained Selfie vs ID Verification AAAI 2025 A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025 A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025 As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025 Association Pattern-enhanced Molecular Representation Learning AAAI 2025