Title
Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge H. R. Medeiros Masih Aminbeidokhti F. Guerrero-Peña David Latortue Eric Granger M. Pedersoli VLM 134 2 0 01 Apr 2024
Make Continual Learning Stronger via C-Flat Ang Bian Wei Li Hangjie Yuan Chengrong Yu Zixiang Zhao Mang Wang Aojun Lu Tao Feng 88 13 0 01 Apr 2024
Continual Learning for Smart City: A Survey Li Yang Zhipeng Luo Shi-sheng Zhang Fei Teng Tian-Jie Li HAI 98 9 0 01 Apr 2024
Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental Learning Jian Jiao Yu Dai Hefei Mei Heqian Qiu Chuanyang Gong Shiyuan Tang Xinpeng Hao Hongliang Li CLL VLM 72 0 0 01 Apr 2024
$R^2$ -Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding Ye Liu Jixuan He Wanhua Li Junsik Kim D. Wei Hanspeter Pfister Chang Wen Chen 99 17 0 31 Mar 2024
Rehearsal-Free Modular and Compositional Continual Learning for Language Models Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze KELM CLL 87 16 0 31 Mar 2024
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning Mohamed Elsayed A. Rupam Mahmood CLL 126 26 0 31 Mar 2024
Continual Learning for Autonomous Robots: A Prototype-based Approach Elvin Hajizada Balachandran Swaminathan Yulia Sandamirskaya CLL 128 3 0 30 Mar 2024
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation Hongwei Yan Liyuan Wang Kaisheng Ma Yi Zhong CLL 100 7 0 30 Mar 2024
Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order Taishi Nakamura Mayank Mishra Simone Tedeschi Yekun Chai Jason T Stillerman ... Virendra Mehta Matthew Blumberg Victor May Huu Nguyen S. Pyysalo LRM 102 8 0 30 Mar 2024
Reusable Architecture Growth for Continual Stereo Matching Chenghao Zhang Gaofeng Meng Bin Fan Kun Tian Zhaoxiang Zhang Shiming Xiang Chunhong Pan 3DV 89 4 0 30 Mar 2024
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning Yan-Shuo Liang Wu-Jun Li CLL 143 63 0 30 Mar 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay Kumar Verma Saptarshi Ghosh Abir Das VLM CLL LRM 72 18 0 29 Mar 2024
LayerNorm: A key component in parameter-efficient fine-tuning Taha ValizadehAslani Hualou Liang 87 1 0 29 Mar 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning Beomyoung Kim Joonsang Yu Sung Ju Hwang VLM CLL 105 16 0 29 Mar 2024
Selective Attention-based Modulation for Continual Learning Giovanni Bellitto Federica Proietto Salanitri M. Pennisi Matteo Boschini Angelo Porrello Simone Calderara S. Palazzo C. Spampinato CLL 95 1 0 29 Mar 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Saurav Jha Dong Gong Lina Yao CLIP VLM 154 11 0 28 Mar 2024
Intelligent Learning Rate Distribution to reduce Catastrophic Forgetting in Transformers Philip Kenneweg Alexander Schulz Sarah Schröder Barbara Hammer CLL 70 3 0 27 Mar 2024
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning Noor Ahmed Anna Kukleva Bernt Schiele CLL 104 14 0 27 Mar 2024
Generative Multi-modal Models are Good Class-Incremental Learners Xusheng Cao Haori Lu Linlan Huang Xialei Liu Ming-Ming Cheng CLL 101 15 0 27 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 126 2 0 27 Mar 2024
Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach Taro Togo Ren Togo Keisuke Maeda Takahiro Ogawa Miki Haseyama 54 1 0 27 Mar 2024
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Huiyi Wang Haodong Lu Lina Yao Dong Gong KELM CLL 126 13 0 27 Mar 2024
Large scale paired antibody language models Henry Kenlay Frédéric A. Dreyer A. Kovaltsuk Dom Miketa Douglas Pires Charlotte M. Deane 71 25 0 26 Mar 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks Chenlong Zhang Pengfei Cao Yubo Chen Kang Liu Qing Cui Mengshu Sun Jun Zhao 78 3 0 26 Mar 2024
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning Huiping Zhuang Run He Kai Tong Huiping Zhuang Cen Chen Zhiping Lin CLL 60 22 0 26 Mar 2024
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance Jiasheng Ye Peiju Liu Tianxiang Sun Yunhua Zhou Jun Zhan Xipeng Qiu 158 79 0 25 Mar 2024
One-Shot Domain Incremental Learning Yasushi Esaki Satoshi Koide Takuro Kutsuna CLL VLM 122 1 0 25 Mar 2024
Partially Blinded Unlearning: Class Unlearning for Deep Networks a Bayesian Perspective Subhodip Panda S. Sourav Prathosh A.P. MU 110 4 0 24 Mar 2024
Enhancing Visual Continual Learning with Language-Guided Supervision Bolin Ni Hongbo Zhao Chenghao Zhang Ke Hu Gaofeng Meng Zhaoxiang Zhang Shiming Xiang CLL VLM 135 4 0 24 Mar 2024
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices Yushan Huang Josh Millar Yuxuan Long Yuchen Zhao Hamed Haddadi 122 0 0 23 Mar 2024
AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption Huiping Zhuang Yuchen Liu Run He Kai Tong Huiping Zhuang Cen Chen Yi Wang Lap-Pui Chau CLL 85 4 0 23 Mar 2024
G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning Huiping Zhuang Yizhu Chen Di Fang Run He Kai Tong Jianguo Huang Huiping Zhuang Cen Chen CLL 92 1 0 23 Mar 2024
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Jaeill Kim Wonseok Lee Moonjung Eo Wonjong Rhee CLL 123 0 0 22 Mar 2024
UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction Lan Feng Mohammadhossein Bahari Kaouther Messaoud Ben Amor Éloi Zablocki Matthieu Cord Alexandre Alahi 116 31 0 22 Mar 2024
Continual Vision-and-Language Navigation Seongjun Jeong Gi-Cheon Kang Seongho Choi Joochan Kim Byoung-Tak Zhang 109 2 0 22 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 347 439 0 21 Mar 2024
DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics Yoonsung Kim Changhun Oh Jinwoo Hwang Wonung Kim Seongryong Oh Yubin Lee Hardik Sharma Amir Yazdanbakhsh Jongse Park 111 9 0 21 Mar 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning Minh-Tuan Tran Trung Le Xuan-May Le Mehrtash Harandi Dinh Q. Phung CLL 117 10 0 21 Mar 2024
Hyacinth6B: A large language model for Traditional Chinese Chih-Wei Song Yin-Te Tsai 107 0 0 20 Mar 2024
A Unified and General Framework for Continual Learning Zhenyi Wang Yan Li Li Shen Heng-Chiao Huang CLL 94 23 0 20 Mar 2024
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning Run He Huiping Zhuang Di Fang Yizhu Chen Kai Tong Cen Chen Lap-Pui Chau Huiping Zhuang 154 2 0 20 Mar 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images Jing Zhang Irving Fang Juexiao Zhang Hao Wu Akshat Kaushik Alice Rodriguez Hanwen Zhao Zhuo Zheng Radu Iovita Chen Feng 80 5 0 19 Mar 2024
Self-generated Replay Memories for Continual Neural Machine Translation Michele Resta Davide Bacciu CLL 76 4 0 19 Mar 2024
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning Nikola Bugarin Jovana Bugaric Manuel Barusco Davide Dalle Pezze Gian Antonio Susto 108 4 0 19 Mar 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Chen Lu Guangcan Liu CLL 97 3 0 19 Mar 2024
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning Divyansh Jhunjhunwala Shiqiang Wang Gauri Joshi FedML 75 14 0 19 Mar 2024
Continual Domain Randomization Josip Josifovski Sayantan Auddy M. Malmir J. Piater Alois C. Knoll Nicolás Navarro 67 3 0 18 Mar 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 109 69 0 18 Mar 2024
Informed Spectral Normalized Gaussian Processes for Trajectory Prediction Christian Schlauch Christian Wirth Nadja Klein 83 1 0 18 Mar 2024