v1v2v3 (latest)

Meta-Learning with Latent Embedding Optimization

International Conference on Learning Representations (ICLR), 2018

16 July 2018

Dushyant Rao

Papers citing "Meta-Learning with Latent Embedding Optimization"

50 / 702 papers shown

Title
Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV Wenbo Huang Jinghui Zhang Zhenghao Chen Guang Li Lei Zhang Yang Cao Fang Dong Takahiro Ogawa Miki Haseyama 206 0 0 10 Nov 2025
Toward Better Generalization in Few-Shot Learning through the Meta-Component Combination Qiuhao Zeng 94 0 0 07 Nov 2025
Toward Carbon-Neutral Human AI: Rethinking Data, Computation, and Learning Paradigms for Sustainable Intelligence KC Santosh Rodrigue Rizk Longwei Wang 108 0 0 27 Oct 2025
CCoMAML: Efficient Cattle Identification Using Cooperative Model-Agnostic Meta-Learning Rabin Dulal Lihong Zheng Ashad Kabir 128 0 0 14 Sep 2025
Learnable Loss Geometries with Mirror Descent for Scalable and Convergent Meta-Learning Yilang Zhang Bingcong Li G. Giannakis 151 0 0 02 Sep 2025
Disentangled Multi-Context Meta-Learning: Unlocking robust and Generalized Task Learning Seonsoo Kim Jun-Gill Kang Taehong Kim Seongil Hong DRL OOD 150 0 0 01 Sep 2025
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Subhajit Maity A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 410 0 0 10 Jul 2025
Reliable Few-shot Learning under Dual NoisesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Ji Zhang Jingkuan Song Lianli Gao Andrii Zadaianchuk Heng Tao Shen NoLa 314 7 0 19 Jun 2025
A New Spatiotemporal Correlation Anomaly Detection Method that Integrates Contrastive Learning and Few-Shot Learning in Wireless Sensor Networks Miao Ye Suxiao Wang Jiaguang Han Yong Wang Xiaoli Wang Jingxuan Wei Peng Wen Jing Cui 154 0 0 31 May 2025
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation Claudia Cuttano Gabriele Trivigno Giuseppe Averta Carlo Masone VLM 219 0 0 27 May 2025
Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection ModelsConference on Fairness, Accountability and Transparency (FAccT), 2025 Thamiris Coelho Leo S. F. Ribeiro João Macedo J. A. dos Santos Sandra Avila 193 3 0 10 May 2025
Partitioned Memory Storage Inspired Few-Shot Class-Incremental learning Renye Zhang Yimin Yin Jinghua Zhang CLL 241 0 0 29 Apr 2025
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chenghao Xiao Hou Pong Chan Hao Zhang Mahani Aljunied Lidong Bing Noura Al Moubayed Yu Rong 381 0 0 18 Apr 2025
Manifold meta-learning for reduced-complexity neural system identification Marco Forgione Ankush Chakrabarty Dario Piga Matteo Rufolo Alberto Bemporad 203 1 0 16 Apr 2025
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition Hongyu Qu Ling Xing Rui Yan Yazhou Yao G. Xie Xiangbo Shu 230 1 0 14 Apr 2025
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 259 0 0 31 Mar 2025
UAS Visual Navigation in Large and Unseen Environments via a Meta AgentISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2024 Yuci Han Charles Toth Alper Yilmaz 282 0 0 20 Mar 2025
DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D TeachersComputer Vision and Pattern Recognition (CVPR), 2025 Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Pau de Jorge Diane Larlus Yannis Kalantidis 324 7 0 18 Mar 2025
Dual-level Mixup for Graph Few-shot Learning with Fewer TasksThe Web Conference (WWW), 2025 Yuqi Liu Mengyu Li Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 192 3 0 21 Feb 2025
Hypencoder: Hypernetworks for Information RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Julian Killingback Hansi Zeng Hamed Zamani 427 6 0 07 Feb 2025
Geometric Mean Improves Loss For Few-Shot LearningInternational Conference on Information Photonics (ICIP), 2025 Tong Wu Takumi Kobayashi 281 0 0 24 Jan 2025
Semantic-Anchored, Class Variance-Optimized Clustering for Robust Semi-Supervised Few-Shot Learning Rhythm Baghel Souvik Maji Pratik Mazumder 363 0 0 24 Jan 2025
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention MechanismsNeural Networks (NN), 2024 Fatemeh Askari Amirreza Fateh Mohammad Reza Mohammadi 442 16 0 17 Jan 2025
Noise-Tolerant Hybrid Prototypical Learning with Noisy Web Data Chao Liang Linchao Zhu Zongxin Yang Wei Chen Yi Yang NoLa 275 1 0 05 Jan 2025
On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning Pengfei Fang Yongchun Qin H. Xue CLL 307 0 0 15 Dec 2024
Multi-Level Correlation Network For Few-Shot Image ClassificationIEEE International Conference on Multimedia and Expo (ICME), 2023 Yunkai Dang Hao Fei Ruihao Zhang Xinliang Zhang Zheng Wang Meijun Sun Donglin Wang 352 3 0 04 Dec 2024
Context-Aware Multimodal PretrainingComputer Vision and Pattern Recognition (CVPR), 2024 Karsten Roth Zeynep Akata Dima Damen Ivana Balazevic Olivier J. Hénaff VLM 327 4 0 22 Nov 2024
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2024 Fei Zhou Peng Wang Lei Zhang Zhaoyu Chen Wei Wei Chen Ding Guosheng Lin Yanning Zhang 278 6 0 03 Nov 2024
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts Hongcheng Gao Tianyu Pang Chao Du Taihang Hu Zhijie Deng Min Lin DiffM 272 17 0 16 Oct 2024
FLIER: Few-shot Language Image Models Embedded with Latent Representations Zhinuo Zhou Peng Zhou Xiaoyong Pan VLM 139 1 0 10 Oct 2024
Metalic: Meta-Learning In-Context with Protein Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Jacob Beck Shikha Surana Manus McAuliffe Oliver Bent Thomas D. Barrett Juan Jose Garau Luis Paul Duckworth AI4CE 367 3 0 10 Oct 2024
Meta-Dynamical State Space Models for Integrative Neural Data AnalysisInternational Conference on Learning Representations (ICLR), 2024 Ayesha Vermani Josue Nassar Hyungju Jeon Matthew Dowling Il Memming Park 417 4 0 07 Oct 2024
A New First-Order Meta-Learning Algorithm with Convergence Guarantees El Mahdi Chayti Martin Jaggi 209 4 0 05 Sep 2024
Local Descriptors Weighted Adaptive Threshold Filtering For Few-Shot Learning Bingchen Yan 302 0 0 28 Aug 2024
Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Zhaoyang Li Yuan Wang Wangkai Li Rui Sun Tianzhu Zhang 244 7 0 25 Aug 2024
Making Large Vision Language Models to be Good Few-shot LearnersAAAI Conference on Artificial Intelligence (AAAI), 2024 Fan Liu Wenwen Cai Jian Huo Chuanyi Zhang Delong Chen Jun Zhou 182 5 0 21 Aug 2024
Learn To Learn More Precisely Runxi Cheng Yongxian Wei Xianglong He Wanyun Zhu Songsong Huang Fei Richard Yu Fei Ma Chun Yuan 248 0 0 08 Aug 2024
Robust Fast Adaptation from Adversarially Explicit Task Distribution GenerationKnowledge Discovery and Data Mining (KDD), 2024 Cheems Wang Yiqin Lv Yixiu Mao Yun Qu Yi Tian Xu Xiangyang Ji OOD TTA 465 13 0 28 Jul 2024
Siamese Transformer Networks for Few-shot Image Classification Weihao Jiang Shuoxi Zhang Kun He ViT 303 1 0 16 Jul 2024
DMSD-CDFSAR: Distillation from Mixed-Source Domain for Cross-Domain Few-shot Action Recognition Fei-Yu Guo YiKang Wang Han Qi Li Zhu Jing Sun 358 5 0 08 Jul 2024
E2MPL:An Enduring and Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation Wanqi Yang Haoran Wang Lei Wang Ge Song Yang Gao Yang Gao 371 0 0 04 Jul 2024
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach Chuang Zhao Hongke Zhao Ming He Xiaomeng Li Jianping Fan 160 0 0 24 Jun 2024
Memory Sequence Length of Data Sampling Impacts the Adaptation of Meta-Reinforcement Learning Agents Menglong Zhang Fuyuan Qian Quanying Liu 237 1 0 18 Jun 2024
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers Guangtao Zheng Wenqian Ye Aidong Zhang 225 7 0 15 Jun 2024
Meta-Learning Neural Procedural Biases Christian Raymond Qi Chen Bing Xue Mengjie Zhan 277 2 0 12 Jun 2024
Cooperative Meta-Learning with Gradient AugmentationConference on Uncertainty in Artificial Intelligence (UAI), 2024 Jongyun Shin Seunjin Han Jangho Kim VLM 167 3 0 07 Jun 2024
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation Yuyu Jia Wei Huang Junyu Gao Qi. Wang Qiang Li 206 11 0 22 May 2024
Like Humans to Few-Shot Learning through Knowledge Permeation of Vision and Text Yuyu Jia Qing Zhou Wei Huang Junyu Gao Qi. Wang VLM 226 2 0 21 May 2024
Perturbing the Gradient for Alleviating Meta Overfitting Manas Gogoi Sambhavi Tiwari Shekhar Verma 191 1 0 20 May 2024
Class-relevant Patch Embedding Selection for Few-Shot Image Classification Weihao Jiang Haoyang Cui Kun He VLM 210 2 0 06 May 2024