Model Architecture

Language-Guided Image Tokenization for Generation CVPR 2025 LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection ICML 2025 Large Continual Instruction Assistant ICML 2025 Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025 LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling EMNLP 2025 LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025 Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers CVPR 2025 Layerwise Recurrent Router for Mixture-of-Experts ICLR 2025 LDIP: Long Distance Information Propagation for Video Super-Resolution ICCV 2025 Learnable Fractional Reaction-Diffusion Dynamics for Under-Display ToF Imaging and Beyond ICCV 2025 Learned Image Compression with Dictionary-based Entropy Model CVPR 2025 Learning Gain Map for Inverse Tone Mapping ICLR 2025 Learning Input Encodings for Kernel-Optimal Implicit Neural Representations ICML 2025 Learning Instance-Specific Parameters of Black-Box Models using Differentiable Surrogates WACV 2025 Learning Long Range Dependencies on Graphs via Random Walks ICLR 2025 Learning without Isolation: Pathway Protection for Continual Learning ICML 2025 Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing AAAI 2025 Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups ICLR 2025 LiFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning ICLR 2025 Lightning UQ Box: Uncertainty Quantification for Neural Networks JMLR 2025 Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading AAAI 2025 LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025 Localized Concept Erasure for Text-to-Image Diffusion Models Using Training-Free Gated Low-Rank Adaptation CVPR 2025 Long Context Compression with Activation Beacon ICLR 2025 Long-LRM: Long-sequence Large Reconstruction Model for Wide-coverage Gaussian Splats ICCV 2025