Application Areas

Distilling Structured Rationale from Large Language Models to Small Language Models for Abstractive Summarization AAAI 2025 Distill Visual Chart Reasoning Ability from LLMs to MLLMs EMNLP 2025 DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025 Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment CVPR 2025 Distributed Conformal Prediction via Message Passing ICML 2025 Distributed Differentially Private Data Analytics via Secure Sketching ICML 2025 Distributed Event-Based Learning via ADMM ICML 2025 Distributed LLM Serving on Consumer-Grade GPUs by Reconciling Computation and Communication EMNLP 2025 Distributed Parallel Gradient Stacking(DPGS): Solving Whole Slide Image Stacking Challenge in Multi-Instance Learning ICML 2025 Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference ICLR 2025 Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data AAAI 2025 Distributionally Robust Policy Learning under Concept Drifts ICML 2025 Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025 Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation ICLR 2025 Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting AAAI 2025 Distribution Optimization under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation WACV 2025 DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation ICML 2025 DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing WACV 2025 DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers ICCV 2025 DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ACL 2025 Divergence-enhanced Knowledge-guided Context Optimization for Visual-Language Prompt Tuning ICLR 2025 Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025 Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift ICML 2025 Diversified Flow Matching with Translation Identifiability ICML 2025 Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts ACL 2025