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Knowledge Distillation

623 directly classified papers

Papers per year

Papers

Disentangling Spatio-Temporal Knowledge for Weakly Supervised Object Detection and Segmentation in Surgical Video WACV 2025
Combining Inherent Knowledge of Vision-Language Models with Unsupervised Domain Adaptation through Strong-Weak Guidance WACV 2025
Logic Distillation: Learning from Code Function by Function for Decision-making Tasks IJCAI 2025
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification WACV 2025
From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning ICCV 2025
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025
Knowledge Distillation with Refined Logits ICCV 2025
Single-Layer Distillation with Fourier Convolutions for Texture Anomaly Detection WACV 2025
A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation IJCNLP 2025
DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation AAAI 2025
MimicGait: A Model Agnostic Approach for Occluded Gait Recognition using Correlational Knowledge Distillation WACV 2025
AnnofreeOD: Detecting All Classes at Low Frame Rates Without Human Annotations ICCV 2025
Dropout Connects Transformers and CNNs: Transfer General Knowledge for Knowledge Distillation WACV 2025
SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025
Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025
Inference-Time Diffusion Model Distillation ICCV 2025
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025
LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion ICCV 2025
Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025
Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SEMEVAL 2025
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation AAAI 2025
Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval AAAI 2025
FOCUS: Towards Universal Foreground Segmentation AAAI 2025