NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrievalby Sepanta Zeighami, Zac Wellmer, Aditya ParameswaranFirst submitted…
Edge AI: Evaluation of Model Compression Techniques for Convolutional Neural Networksby Samer Francy, Raghubir SinghFirst…
Unforgettable Generalization in Language Modelsby Eric Zhang, Leshem Chosen, Jacob AndreasFirst submitted to arxiv on:…
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentationby Ingo Ziegler, Abdullatif…
CoRA: Optimizing Low-Rank Adaptation with Common Subspace of Large Language Modelsby Xiaojun Xiao, Sen Shen,…
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignmentby Konstantin Schall, Kai Uwe Barthel,…
Imitating Language via Scalable Inverse Reinforcement Learningby Markus Wulfmeier, Michael Bloesch, Nino Vieillard, Arun Ahuja,…
Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classificationby Fu Xing Long, Moritz Frenzel,…
Towards General Industrial Intelligence: A Survey of Continual Large Models in Industrial IoTby Jiao Chen,…
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuningby Chongjie Si, Zhiyi Shi, Shifan…