conftrace_
← Keywords

knowledge distillation

3725 papers

Explore in graph

Also known as

KD

Co-occurring keywords

model compression (3302) large language model (13587) transfer learning (5449) domain adaptation (4595) representation learning (6206) neural network (6616) language model (4599) catastrophic forgetting (958) continual learning (1181) contrastive learning (4032)

Papers

From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation EMNLP 2025
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025
DCA: Dividing and Conquering Amnesia in Incremental Object Detection AAAI 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
Distill Visual Chart Reasoning Ability from LLMs to MLLMs EMNLP 2025
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference AAAI 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation AAAI 2025
Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025
Don’t Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation ACL 2025
Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval ACL 2025
Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025
Compute Optimal Scaling of Skills: Knowledge vs Reasoning ACL 2025
AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025
Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025
GUIR at SemEval-2025 Task 4: Adaptive Weight Tuning with Gradual Negative Matching for LLM Unlearning ACL 2025
Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs ACL 2025
Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation ACL 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025
ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement EMNLP 2025
On the Generalization vs Fidelity Paradox in Knowledge Distillation ACL 2025