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Knowledge Distillation

623 directly classified papers

Papers per year

Papers

Holistic Features are almost Sufficient for Text-to-Video Retrieval CVPR 2024
Object Attribute Matters in Visual Question Answering AAAI 2024
SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation CVPR 2024
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching CVPR 2024
Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024
Distilling Semantic Priors from SAM to Efficient Image Restoration Models CVPR 2024
MACE: Mass Concept Erasure in Diffusion Models CVPR 2024
IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation CVPR 2024
Image Understanding Makes for A Good Tokenizer for Image Generation NIPS 2024
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline CVPR 2024
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024
DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024
Self-Distilled Depth Refinement with Noisy Poisson Fusion NIPS 2024
MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation EMNLP 2024
SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation EMNLP 2024
Privileged Prior Information Distillation for Image Matting AAAI 2024
Token-wise Influential Training Data Retrieval for Large Language Models ACL 2024
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ACL 2024
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation ACL 2024
DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets CVPR 2024
Not All Voxels Are Equal: Hardness-Aware Semantic Scene Completion with Self-Distillation CVPR 2024
iKUN: Speak to Trackers without Retraining CVPR 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
P2D: Plug and Play Discriminator for Accelerating GAN Frameworks WACV 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024