Title
Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion Katrin Tomanek Shanqing Cai Subhashini Venugopalan 42 1 0 21 Dec 2023
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs Penghao Wu Saining Xie LRM 138 158 0 21 Dec 2023
LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding Senqiao Yang Jiaming Liu Ray Zhang Mingjie Pan Zoey Guo Xiaoqi Li Zehui Chen Peng Gao Yandong Guo Shanghang Zhang 3DV 108 71 0 21 Dec 2023
ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection Kai Huang Boyuan Yang Wei Gao 93 21 0 21 Dec 2023
Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning Desai Xie Jiahao Li Hao Tan Xin Sun Zhixin Shu Yi Zhou Sai Bi Soren Pirk Arie E. Kaufman 127 12 0 21 Dec 2023
Typhoon: Thai Large Language Models Kunat Pipatanakul Phatrasek Jirabovonvisut Potsawee Manakul Sittipong Sripaisarnmongkol Ruangsak Patomwong Pathomporn Chokchainant Kasima Tharnpipitchai 104 17 0 21 Dec 2023
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs Juraj Vladika Alexander Fichtl Florian Matthes KELM 61 1 0 21 Dec 2023
DreamTuner: Single Image is Enough for Subject-Driven Generation Miao Hua Jiawei Liu Fei Ding Wei Liu Jie Wu Qian He 70 31 0 21 Dec 2023
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation Jiayu Lin Rong Ye Meng Han Qi Zhang Ruofei Lai Xinyu Zhang Bo Zhao Xuanjing Huang Zhongyu Wei LRM 68 10 0 21 Dec 2023
Time is Encoded in the Weights of Finetuned Language Models Kai Nylund Suchin Gururangan Noah A. Smith AI4TS 157 26 0 20 Dec 2023
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas VLM 77 2 0 20 Dec 2023
Contextual Code Switching for Machine Translation using Language Models Arshad Kaji Manan Shah 49 2 0 20 Dec 2023
ShowRoom3D: Text to High-Quality 3D Room Generation Using 3D Priors Weijia Mao Yan-Pei Cao Jia-Wei Liu Zhongcong Xu Mike Zheng Shou DiffM 95 5 0 20 Dec 2023
Exploring Multimodal Large Language Models for Radiology Report Error-checking Jinge Wu Yunsoo Kim Eva C. Keller Jamie Chow Adam P. Levine Nikolas Pontikos Zina M. Ibrahim Paul Taylor Michelle C. Williams Honghan Wu LM&MA 43 4 0 20 Dec 2023
PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation Yue-Jiang Dong Yuanchen Guo Ying-Tian Liu Fang-Lue Zhang Song-Hai Zhang MDE 96 5 0 20 Dec 2023
DiffPortrait3D: Controllable Diffusion for Zero-Shot Portrait View Synthesis Yuming Gu You Xie Hongyi Xu Guoxian Song Yichun Shi Di Chang Jing Yang Linjie Luo DiffM 113 17 0 20 Dec 2023
Testing the Segment Anything Model on radiology data J. Almeida N. M. Rodrigues Sara Silva Nickolas Papanikolaou MedIm VLM 86 1 0 20 Dec 2023
Fine-tuning Large Language Models for Adaptive Machine Translation Yasmin Moslem Rejwanul Haque Andy Way 59 29 0 20 Dec 2023
Learning and Forgetting Unsafe Examples in Large Language Models Jiachen Zhao Zhun Deng David Madras James Zou Mengye Ren MU KELM CLL 152 18 0 20 Dec 2023
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? Tannon Kew Florian Schottmann Rico Sennrich LRM 98 40 0 20 Dec 2023
Building a Llama2-finetuned LLM for Odia Language Utilizing Domain Knowledge Instruction Set Guneet Singh Kohli Shantipriya Parida Sambit Sekhar Samirit Saha Nipun B. Nair Parul Agarwal Sonal Khosla Kusumlata Patiyal Debasish Dhal 66 13 0 19 Dec 2023
Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning Yunhao Gou Zhili Liu Kai Chen Lanqing Hong Hang Xu Aoxue Li Dit-Yan Yeung James T. Kwok Yu Zhang MoE MLLM VLM 163 73 0 19 Dec 2023
InstructVideo: Instructing Video Diffusion Models with Human Feedback Hangjie Yuan Shiwei Zhang Xiang Wang Yujie Wei Tao Feng Yining Pan Yingya Zhang Ziwei Liu Samuel Albanie Dong Ni VGen 114 46 0 19 Dec 2023
VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering Chun-Mei Feng Yang Bai Yaoyu Zhang Zhen Li Salman Khan Wangmeng Zuo Xinxing Xu Rick Siow Mong Goh Yong-Jin Liu 89 7 0 19 Dec 2023
Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval Zhihang Liu Jun Li Hongtao Xie Pandeng Li Jiannan Ge Sun-Ao Liu Guoqing Jin 108 23 0 19 Dec 2023
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment Lingling Xu Haoran Xie S. J. Qin Xiaohui Tao F. Wang 122 163 0 19 Dec 2023
Fluctuation-based Adaptive Structured Pruning for Large Language Models Yongqi An Xu Zhao Tao Yu Ming Tang Jinqiao Wang 114 61 0 19 Dec 2023
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 110 133 0 19 Dec 2023
Decoupled Textual Embeddings for Customized Image Generation Yufei Cai Yuxiang Wei Zhilong Ji Jinfeng Bai Hu Han Wangmeng Zuo DiffM 50 18 0 19 Dec 2023
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA Lang Yu Qin Chen Jie Zhou Liang He KELM 103 58 0 19 Dec 2023
Towards SAMBA: Segment Anything Model for Brain Tumor Segmentation in Sub-Sharan African Populations Mohannad Barakat Noha Magdy Jjuuko George William Ethel Phiri Raymond Confidence Dong Zhang U. Anazodo 53 3 0 19 Dec 2023
Text-Image Conditioned Diffusion for Consistent Text-to-3D Generation Yuze He Yushi Bai M. Lin Jenny Sheng Yubin Hu Qi Wang Yu-Hui Wen Yong-Jin Liu 73 1 0 19 Dec 2023
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning Bingchen Zhao Haoqin Tu Chen Wei Jieru Mei Cihang Xie 114 36 0 18 Dec 2023
Efficiency-oriented approaches for self-supervised speech representation learning Luis Lugo Valentin Vielzeuf SSL 62 1 0 18 Dec 2023
From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting Nuo Chen Hongguang Li Baoyuan Wang Jia Li RALM ReLM LRM 73 8 0 18 Dec 2023
LaViP:Language-Grounded Visual Prompts Nilakshan Kunananthaseelan Jing Zhang Mehrtash Harandi VLM 67 0 0 18 Dec 2023
RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models Meiling Tao Xuechen Liang Tianyu Shi Lei Yu Yiting Xie 83 6 0 17 Dec 2023
When Parameter-efficient Tuning Meets General-purpose Vision-language Models Yihang Zhai Haixin Wang Jianlong Chang Xinlong Yang Jinan Sun Shikun Zhang Qi Tian VLM MLLM 66 1 0 16 Dec 2023
Low-resource classification of mobility functioning information in clinical sentences using large language models Tuan-Dung Le Thanh Duong Thanh Thieu 51 0 0 15 Dec 2023
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference Bartosz Wójcik Alessio Devoto Karol Pustelnik Pasquale Minervini Simone Scardapane 86 6 0 15 Dec 2023
Data-Efficient Multimodal Fusion on a Single GPU Noël Vouitsis Zhaoyan Liu S. Gorti Valentin Villecroze Jesse C. Cresswell Guangwei Yu Gabriel Loaiza-Ganem M. Volkovs 127 3 0 15 Dec 2023
Gradient-based Parameter Selection for Efficient Fine-Tuning Zhi Zhang Qizhe Zhang Zijun Gao Renrui Zhang Ekaterina Shutova Shiji Zhou Shanghang Zhang 129 21 0 15 Dec 2023
LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language Pierpaolo Basile Elio Musacchio Marco Polignano Lucia Siciliani G. Fiameni Giovanni Semeraro 125 38 0 15 Dec 2023
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin Shihan Dou Enyu Zhou Yan Liu Songyang Gao Jun Zhao ... Jiang Zhu Rui Zheng Tao Gui Qi Zhang Xuanjing Huang CLL MoE KELM 83 36 0 15 Dec 2023
MVHuman: Tailoring 2D Diffusion with Multi-view Sampling For Realistic 3D Human Generation Suyi Jiang Haimin Luo Haoran Jiang Ziyu Wang Jingyi Yu Lan Xu 110 3 0 15 Dec 2023
Privacy-Aware Document Visual Question Answering Rubèn Pérez Tito Khanh Nguyen Marlon Tobaben Raouf Kerkouche Mohamed Ali Souibgui ... Lei Kang Ernest Valveny Antti Honkela Mario Fritz Dimosthenis Karatzas 81 13 0 15 Dec 2023
GSVA: Generalized Segmentation via Multimodal Large Language Models Zhuofan Xia Dongchen Han Yizeng Han Xuran Pan Shiji Song Gao Huang VLM 150 68 0 15 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 151 2 0 15 Dec 2023
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision Collin Burns Pavel Izmailov Jan Hendrik Kirchner Bowen Baker Leo Gao ... Adrien Ecoffet Manas Joglekar Jan Leike Ilya Sutskever Jeff Wu ELM 140 299 0 14 Dec 2023
Audio-visual fine-tuning of audio-only ASR models Avner May Dmitriy Serdyuk Ankit Parag Shah Otavio Braga Olivier Siohan 72 3 0 14 Dec 2023