Title
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning Yi Yang Lei Zhong Huiping Zhuang 3DPC CLL 102 0 0 18 Sep 2024
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning Min-Yeong Park Jae-Ho Lee Gyeong-Moon Park CLL 92 1 0 17 Sep 2024
VulnLLMEval: A Framework for Evaluating Large Language Models in Software Vulnerability Detection and Patching Arastoo Zibaeirad Marco Vieira 77 9 0 16 Sep 2024
A Bayesian Interpretation of Adaptive Low-Rank Adaptation Haolin Chen Philip N. Garner 157 2 0 16 Sep 2024
MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning Hwihun Jeong S. Chun Jongho Lee 100 2 0 16 Sep 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 144 1 0 14 Sep 2024
ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance Afshar Shamsi Rejisa Becirovic A. Argha Ehsan Abbasnejad Hamid Alinejad-Rokny Arash Mohammadi TTA OOD 71 0 0 14 Sep 2024
Distilling Monolingual and Crosslingual Word-in-Context Representations Yuki Arase Tomoyuki Kajiwara 73 0 0 13 Sep 2024
Anytime Continual Learning for Open Vocabulary Classification Zhen Zhu Yiming Gong Derek Hoiem VLM 64 2 0 13 Sep 2024
Synthetic continued pretraining Zitong Yang Neil Band Shuangping Li Emmanuel Candès Tatsunori Hashimoto CLL SyDa 110 16 0 11 Sep 2024
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection Xinyuan Qian Xianghu Yue Jun Wang Huiping Zhuang Haizhou Li 80 1 0 11 Sep 2024
A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption Marcus Rüb Philipp Tuchel Patrick Selle Daniel Mueller-Gritschneder 99 5 0 11 Sep 2024
Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation Marcus Rüb Patrick Selle Daniel Mueller-Gritschneder 84 2 0 11 Sep 2024
Continual Domain Incremental Learning for Privacy-aware Digital Pathology Pratibha Kumari Daniel Reisenbuchler Lucas Luttner N. Schaadt Friedrich Feuerhake Dorit Merhof OOD 67 5 0 10 Sep 2024
GeMuCo: Generalized Multisensory Correlational Model for Body Schema Learning Kento Kawaharazuka Kei Okada Masayuki Inaba 76 0 0 10 Sep 2024
Empowering Bayesian Neural Networks with Functional Priors through Anchored Ensembling for Mechanics Surrogate Modeling Applications Javad Ghorbanian Nicholas Casaprima Audrey Olivier 87 1 0 08 Sep 2024
SCARF: Scalable Continual Learning Framework for Memory-efficient Multiple Neural Radiance Fields Yuze Wang Junyi Wang Chen Wang Wantong Duan Yongtang Bao Yue Qi CLL 113 6 0 06 Sep 2024
Prompt Baking Aman Bhargava Cameron Witkowski Alexander Detkov Matt W. Thomson AI4CE 85 2 0 04 Sep 2024
Latent Distillation for Continual Object Detection at the Edge Francesco Pasti Marina Ceccon Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto Nicola Bellotto 84 4 0 03 Sep 2024
Buffer-based Gradient Projection for Continual Federated Learning Shenghong Dai Jy-yong Sohn Yicong Chen S. Alam Ravikumar Balakrishnan Suman Banerjee N. Himayat Kangwook Lee FedML 103 2 0 03 Sep 2024
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning Wei Chen Zhen Huang Liang Xie Binbin Lin Houqiang Li ... Deng Cai Yonggang Zhang Wenxiao Wang Xu Shen Jieping Ye 167 10 0 03 Sep 2024
Erasure Coded Neural Network Inference via Fisher Averaging Divyansh Jhunjhunwala Neharika Jali Gauri Joshi Shiqiang Wang MoMe FedML 80 1 0 02 Sep 2024
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models Jiao Chen Jiayi He Fangfang Chen Zuohong Lv Jianhua Tang Weihua Li Zuozhu Liu Howard H. Yang Guangjie Han AI4CE 84 1 0 02 Sep 2024
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Jinglin Liang Jin Zhong Hanlin Gu Zhongqi Lu Xingxing Tang Gang Dai Shuangping Huang Lixin Fan Qiang Yang DiffM 120 9 0 02 Sep 2024
Incremental Open-set Domain Adaptation Sayan Rakshit Hmrishav Bandyopadhyay Nibaran Das Biplab Banerjee CLL 83 1 0 31 Aug 2024
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning Maxime Méloux Christophe Cerisara KELM CLL 98 0 0 30 Aug 2024
Continual learning with the neural tangent ensemble Ari S. Benjamin Christian Pehle Kyle Daruwalla UQCV 165 1 0 30 Aug 2024
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning Mohammadamin Banayeeanzade Mahdi Soltanolkotabi Mohammad Rostami CLL LRM 326 4 0 29 Aug 2024
TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic Segmentation Junbao Zhou Jilin Mei Pengze Wu Liang Chen Fangzhou Zhao Xijun Zhao Yu Hu 3DPC 81 0 0 28 Aug 2024
Remove Symmetries to Control Model Expressivity and Improve Optimization Liu Ziyin Yizhou Xu Isaac Chuang AAML 159 4 0 28 Aug 2024
Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning Lei Liu Li Liu Yawen Cui CLL 66 0 0 27 Aug 2024
Brain-inspired Artificial Intelligence: A Comprehensive Review Jing Ren Xiwei Xu AI4CE 133 4 0 27 Aug 2024
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning Zichen Tang Junlin Huang Rudan Yan Yuxin Wang Zhenheng Tang Shaoshuai Shi Amelie Chi Zhou Xiaowen Chu FedML 92 2 0 27 Aug 2024
May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels Monica Millunzi Lorenzo Bonicelli Angelo Porrello Jacopo Credi Petter N. Kolm Simone Calderara CLL 94 3 0 26 Aug 2024
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data Felix J. Dorfner Amin Dada Felix Busch Marcus R. Makowski T. Han ... Jens Kleesiek Madhumita Sushil Jacqueline Lammert Lisa Christine Adams Keno K. Bressem ELM AI4MH LM&MA 119 6 0 25 Aug 2024
Uncovering Biases with Reflective Large Language Models Edward Y. Chang 44 0 0 24 Aug 2024
Enhancing Few-Shot Transfer Learning with Optimized Multi-Task Prompt Tuning through Modular Prompt Composition Ahmad Pouramini H. Faili VLM 46 0 0 23 Aug 2024
Rebalancing Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Junzhou Xie Yixi Shen Fuyuan Hu Guangcan Liu CLL 72 0 0 22 Aug 2024
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 221 6 0 22 Aug 2024
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering Yuliang Cai Mohammad Rostami CLL VLM MLLM 130 4 0 21 Aug 2024
A Practical Trigger-Free Backdoor Attack on Neural Networks Jiahao Wang Xianglong Zhang Xiuzhen Cheng Pengfei Hu Guoming Zhang AAML 82 0 0 21 Aug 2024
A Unified Framework for Continual Learning and Machine Unlearning Romit Chatterjee Vikram S Chundawat Ayush K Tarun Ankur Mali Murari Mandal CLL MU 137 1 0 21 Aug 2024
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation Hao Wang Yongqiang Han Kefan Wang Kai Cheng Zhen Wang Wei Guo Yong Liu Defu Lian Enhong Chen 89 4 0 21 Aug 2024
Continual Gesture Learning without Data via Synthetic Feature Sampling Zhenyu Lu Hao Tang SLR 81 0 0 21 Aug 2024
MS $^3$ D: A RG Flow-Based Regularization for GAN Training with Limited Data Jian Wang Xin Lan Yuxin Tian Jiancheng Lv AI4CE 70 1 0 20 Aug 2024
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper Tianyi Xu Kaixun Huang Pengcheng Guo Yu Zhou Longtao Huang Hui Xue Lei Xie CLL 82 0 0 20 Aug 2024
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models Cong Wan Yuhang He Xiang Song Yihong Gong DiffM AAML 104 7 0 20 Aug 2024
Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning Jiaming Liu Hongyuan Liu Zhili Qin Wei Han Yulu Fan Qinli Yang Junming Shao CLL 123 1 0 19 Aug 2024
Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype Yadong Lu Shitian Zhao Boxiang Yun Dongsheng Jiang Yin Li Qingli Li Yan Wang VLM CLL 62 1 0 19 Aug 2024
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation Yujie Feng Xu Chu Yongxin Xu Guangyuan Shi Bo Liu Xiao-Ming Wu MoMe CLL 87 9 0 19 Aug 2024