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Papers
Beyond Real Weights: Hypercomplex Representations for Stable Quantization
WACV 2026
D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation
AAAI 2026
Efficient Text-Guided Convolutional Adapter for the Diffusion Model
WACV 2026
Model Whisper: Steering Vectors Unlock Large Language Models’ Potential in Test-Time
AAAI 2026
MuSASplat: Efficient Sparse-View 3D Gaussian Splats via Lightweight Multi-Scale Adaptation
AAAI 2026
SineLoRA∆: Sine-Activated Delta Compression
AAAI 2026
SWIFT:A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening
AAAI 2026
Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters
WACV 2026
2-in-1 Phishing Detection via Large LM Distillation and Small LM Perturbation (Student Abstract)
AAAI 2025
A Compact Model for Mathematics Problem Representations Distilled from BERT
AAAI 2025
Argus: A Compact and Versatile Foundation Model for Vision
CVPR 2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter
AAAI 2025
ComLoRA: A Competitive Learning Approach for Enhancing LoRA
ICLR 2025
Community-Centric Graph Unlearning
AAAI 2025
Customizing Domain Adapters for Domain Generalization
ICCV 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations
CVPR 2025
Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning
CVPR 2025
Effective and Efficient Medical Image Segmentation with Hierarchical Context Interaction
WACV 2025
Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks
CVPR 2025
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration
WACV 2025
Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning
EMNLP 2025
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
ACL 2025
Efficient Transfer Learning for Video-language Foundation Models
CVPR 2025
Efficient Vocabulary Reduction for Small Language Models
COLING 2025
Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation
EMNLP 2025