Popular GitHub Repositories for Xxl Conf

NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference

Processes SafeTensors files for Stable Diffusion 1.5 (SD 1.5), Stable Diffusion XL (SDXL), and FLUX models. It extracts the UNet into a separate file and creates a new file with the remaining model components (without the UNet).

GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model’s Prediction. Thai Le, Suhang Wang, Dongwon Lee. 26th ACM SIGKDD Int’l Conf. on Knowledge Discovery and Data Mining (KDD)

Implementation code for: Semantic Segmentation and Depth Estimation with RGB and DVS Sensor Fusion for Multi-view Driving Perception, Proc. Asian Conf. Pattern Recognition (ACPR), 2021.

How to start with MLOPS for ML Conf EU 2020. Updated for Defrost your Data Virtual Road Trip

Talk Repository for "It's All About Perspective: Making A Case For Generative Art" - Posit::Conf(2023)

Code, model and data for our paper: K. Tsigos, E. Apostolidis, S. Baxevanakis, S. Papadopoulos, V. Mezaris, "Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection", Proc. ACM Int. Workshop on Multimedia AI against Disinformation (MAD’24) at the ACM Int. Conf. on Multimedia Retrieval (ICMR’24), Thailand, June 2024.

H.M.H. Lee, W.C. Siu, F.M.F. Duan, Y.H. Cheng, and H. A. Chan, "Intelligent Picture Painting under Deep Learning with Text Enhancement," Proc., Int. Conf. on DSP2025. 25-27 June 2025, Messinia, Greece.

NLP pipeline with parameter-efficient LoRA fine-tuning on FLAN-T5-XXL (11B params). Achieves +2.6 ROUGE-1 improvement with <1% trainable parameters and 8-bit quantization for scientific paper summarization.