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Model Architecture

4351 directly classified papers

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MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection ACL 2025
Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation ACL 2025
FAST: Efficient Action Tokenization for Vision-Language-Action Models RSS 2025
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025
Interpreting the Effects of Quantization on LLMs AACL 2025
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation SEMEVAL 2025
Segment-Based Attention Masking for GPTs ACL 2025
Structure Modeling Approach for UD Parsing of Historical Modern Japanese ACL 2025
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025
Timestep Embeddings Trigger Collapse in Diffusion Text Generation ACL 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
Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable CVPR 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion JMLR 2025
Top-I2P: Explore Open-Domain Image-to-Point Cloud Registration Using Topology Relationship IJCAI 2025
ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025
HUNet: Homotopy Unfolding Network for Image Compressive Sensing CVPR 2025
Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel ACL 2025
Structural Deep Encoding for Table Question Answering ACL 2025
Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025
DNF: Unconditional 4D Generation with Dictionary-based Neural Fields CVPR 2025
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling AAAI 2025