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Model Architecture

4351 directly classified papers

Papers per year

Papers

Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models EMNLP 2025
LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization EMNLP 2025
BF-STVSR: B-Splines and Fourier---Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution CVPR 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation CVPR 2025
ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025
Language-Guided Image Tokenization for Generation CVPR 2025
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings ACL 2025
Ladder-Residual: Parallelism-Aware Architecture for Accelerating Large Model Inference with Communication Overlapping ICML 2025
Timestep Embeddings Trigger Collapse in Diffusion Text Generation ACL 2025
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification AAAI 2025
Structure Modeling Approach for UD Parsing of Historical Modern Japanese ACL 2025
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025
Segment-Based Attention Masking for GPTs ACL 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs CVPR 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025
A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025
Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation ACL 2025
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation CVPR 2025
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection ACL 2025
HUNet: Homotopy Unfolding Network for Image Compressive Sensing CVPR 2025
CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification ACL 2025
DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering CVPR 2025