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Knowledge Distillation

790 directly classified papers

Papers per year

Papers

Find the Lady: Permutation and Re-synchronization of Deep Neural Networks AAAI 2024
COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems AAAI 2024
Video Event Extraction with Multi-View Interaction Knowledge Distillation AAAI 2024
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data AAAI 2024
Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion AAAI 2024
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models AAAI 2024
No Head Left Behind – Multi-Head Alignment Distillation for Transformers AAAI 2024
Self-Distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach AAAI 2024
Hear You Say You: An Efficient Framework for Marine Mammal Sounds’ Classification AAAI 2024
FD3D: Exploiting Foreground Depth Map for Feature-Supervised Monocular 3D Object Detection AAAI 2024
Multi-Expert Distillation for Few-Shot Coordination (Student Abstract) AAAI 2024
Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation AAAI 2024
Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024
Boosting Residual Networks with Group Knowledge AAAI 2024
MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation CVPR 2024
Understanding the Role of the Projector in Knowledge Distillation AAAI 2024
Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval AAAI 2024
M2SD:Multiple Mixing Self-Distillation for Few-Shot Class-Incremental Learning AAAI 2024
Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization AAAI 2024
IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation CVPR 2024
Direct May Not Be the Best: An Incremental Evolution View of Pose Generation AAAI 2024
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024
Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders AAAI 2024
A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning AAAI 2024