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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
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off EMNLP 2025
Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025
VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025
Prototype Guided Backdoor Defense via Activation Space Manipulation ICCV 2025
Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks OSDI 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025
R-BPE: Improving BPE-Tokenizers with Token Reuse EMNLP 2025
Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning EMNLP 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs CVPR 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
RLLTE: Long-Term Evolution Project of Reinforcement Learning AAAI 2025
Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025
Slice-and-Pack: Tailoring Deep Models for Customized Requirements AAAI 2025
TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning AAAI 2025
GaraMoSt: Parallel Multi-Granularity Motion and Structural Modeling for Efficient Multi-Frame Interpolation in DSA Images AAAI 2025
Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025
DDJND: Dual Domain Just Noticeable Difference in Multi-Source Content Images with Structural Discrepancy AAAI 2025
RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance AAAI 2025
GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach AAAI 2025
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification AAAI 2025
FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection AAAI 2025
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging AAAI 2025
AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025