Title
Achieving Scalable Robot Autonomy via neurosymbolic planning using lightweight local LLM Nicholas Attolino Alessio Capitanelli Fulvio Mastrogiovanni 36 0 0 13 May 2025
Memorization and Knowledge Injection in Gated LLMs Xu Pan Ely Hahami Zechen Zhang H. Sompolinsky KELM CLL RALM 106 1 0 30 Apr 2025
KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation Jiabin Fan Guoqing Luo Michael Bowling Lili Mou OffRL 68 0 0 26 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 47 0 0 15 Apr 2025
GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions Jo-Ku Cheng Zeren Zhang Ran Chen Jingyang Deng Ziran Qin Jinwen Ma 38 0 0 14 Apr 2025
DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Massimo Bini Leander Girrbach Zeynep Akata 42 0 0 23 Mar 2025
Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation Shaharukh Khan Ayush Tarun Ali Faraz Palash Kamble Vivek Dahiya Praveen Kumar Pokala Ashish Kulkarni Chandra Khatri Abhinav Ravi Shubham Agarwal 157 0 0 27 Feb 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style Xueran Han Yuhan Liu Mingzhe Li Wei Liu Sen Hu Rui Yan Zhiqiang Xu Xiuying Chen 69 0 0 24 Feb 2025
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment Chenghao Fan Zhenyi Lu Sichen Liu Xiaoye Qu Wei Wei Chengfeng Gu Yu-Xi Cheng MoE 162 0 0 24 Feb 2025
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Shiryu Ueno Yoshikazu Hayashi Shunsuke Nakatsuka Yusei Yamada Hiroaki Aizawa K. Kato MLLM VLM 101 0 0 13 Feb 2025
GoRA: Gradient-driven Adaptive Low Rank Adaptation Haonan He Peng Ye Yuchen Ren Yuan Yuan Lei Chen AI4TS AI4CE 187 0 0 13 Feb 2025
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification Jiachen Li Xiaojin Gong DiffM 84 0 0 10 Feb 2025
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation Reza Akbarian Bafghi Carden Bagwell Avinash Ravichandran Ashish Shrivastava M. Raissi 48 0 0 28 Jan 2025
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning Muhammad Awais Ali Husain Salem Abdulla Alharthi Amandeep Kumar Hisham Cholakkal Rao Muhammad Anwer VLM 65 3 0 10 Jan 2025
Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA Haodong Lu Chongyang Zhao Jason Xue Lina Yao Kristen Moore Dong Gong VLM KELM CLL 88 3 0 01 Dec 2024
COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection Jinqi Xiao S. Sang Tiancheng Zhi Jing Liu Qing Yan Linjie Luo Bo Yuan Bo Yuan VLM 86 1 0 26 Nov 2024
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models Yuheng Lu Bingshuo Qian Caixia Yuan Huixing Jiang Xiaojie Wang CLL 34 0 0 22 Oct 2024
Scalable Multi-Domain Adaptation of Language Models using Modular Experts Peter Schafhalter Shun Liao Yanqi Zhou Chih-Kuan Yeh Arun Kandoor James Laudon MoE 29 1 0 14 Oct 2024
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning Yaming Yang Dilxat Muhtar Yelong Shen Yuefeng Zhan Jianfeng Liu ... Denvy Deng Feng Sun Qi Zhang Weizhu Chen Yunhai Tong MoE MoMe 46 2 0 12 Oct 2024
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture Jiayi Han Liang Du Hongwei Du Xiangguo Zhou Yiwen Wu Weibo Zheng Donghong Han CLL MoMe MoE 38 2 0 10 Oct 2024
Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models Saurav Jha Shiqi Yang Masato Ishii Mengjie Zhao Christian Simon Muhammad Jehanzeb Mirza Dong Gong Lina Yao Shusuke Takahashi Yuki Mitsufuji DiffM 67 2 0 01 Oct 2024
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning Yupeng Chen Senmiao Wang Zhihang Lin Zhihang Lin Yushun Zhang Tian Ding Ruoyu Sun Ruoyu Sun CLL 80 1 0 30 Jul 2024
Low-Rank Interconnected Adaptation Across Layers Yibo Zhong Yao Zhou OffRL MoE 48 1 0 13 Jul 2024
Unlocking Continual Learning Abilities in Language Models Wenyu Du Shuang Cheng Tongxu Luo Zihan Qiu Zeyu Huang Ka Chun Cheung Reynold Cheng Jie Fu KELM CLL 51 6 0 25 Jun 2024
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning Hanqing Wang Zeguan Xiao Shuo Wang Guanhua Chen Guanhua Chen 44 19 0 13 Jun 2024
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections Roy Miles Pradyumna Reddy Ismail Elezi Jiankang Deng VLM 43 3 0 28 May 2024
DAGER: Exact Gradient Inversion for Large Language Models Ivo Petrov Dimitar I. Dimitrov Maximilian Baader Mark Niklas Muller Martin Vechev FedML 60 3 0 24 May 2024
Sparse Matrix in Large Language Model Fine-tuning Haoze He Juncheng Billy Li Xuan Jiang Heather Miller MoE 27 3 0 24 May 2024
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report Justin Zhao Timothy Wang Wael Abid Geoffrey Angus Arnav Garg Jeffery Kinnison Alex Sherstinsky Piero Molino Travis Addair Devvret Rishi ALM 48 28 0 29 Apr 2024
Can LLMs Learn New Concepts Incrementally without Forgetting? Junhao Zheng Shengjie Qiu Qianli Ma CLL 35 0 0 13 Feb 2024
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning Wenhan Xia Chengwei Qin Elad Hazan 60 55 0 08 Jan 2024
Fine-tuned Language Models are Continual Learners Thomas Scialom Tuhin Chakrabarty Smaranda Muresan CLL LRM 145 117 0 24 May 2022
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018