knowledge distillation - Robuta Search

https://discovery.researcher.life/article/bookkd-a-novel-knowledge-distillation-for-reducing-distillation-costs-by-decoupling-knowledge-generation-and-learning/4528d9a079403052a34ac370f722c544 BookKD: A novel knowledge distillation for reducing distillation costs by decoupling knowledge... Article on BookKD: A novel knowledge distillation for reducing distillation costs by decoupling knowledge generation and learning, published in Knowledge-Based... a novel knowledge distillation reducing costs decoupling https://aclanthology.org/2025.emnlp-main.1015/ Membership and Memorization in LLM Knowledge Distillation - ACL Anthology Ziqi Zhang, Ali Shahin Shamsabadi, Hanxiao Lu, Yifeng Cai, Hamed Haddadi. Proceedings of the 2025 Conference on Empirical Methods in Natural Language... knowledge distillation membership memorization llm acl https://publications.polymtl.ca/62712/ Attention-Based Dynamic Channel-Wise Pruning of Neural Networks with Knowledge Distillation... neural networks knowledge distillation attention based dynamic https://www.catalyzex.com/paper/oh-we-freeze-improving-quantized-knowledge Oh! We Freeze: Improving Quantized Knowledge Distillation via Signal Propagation Analysis for Large... Oh! We Freeze: Improving Quantized Knowledge Distillation via Signal Propagation Analysis for Large Language Models: Paper and Code. Large generative models... knowledge distillation oh freeze improving via https://developers.llamaindex.ai/python/examples/finetuning/llm_judge/pairwise/finetune_llm_judge/ Knowledge Distillation For Fine-Tuning A GPT-3.5 Judge (Pairwise) | Developer Documentation knowledge distillation fine tuning developer documentation gpt judge https://open.metu.edu.tr/handle/11511/102747 Improved Knowledge Distillation with Dynamic Network Pruning improved knowledge distillation dynamic network pruning https://ieeetv.ieee.org/ondemand/ieee-icassp-2020-virtual-conference-may-2020/6642/deep-geometric-knowledge-distillation-with-graphs Deep Geometric Knowledge Distillation With Graphs | IEEETV In most cases deep learning architectures are trained disregarding the amount of operations and energy consumption. However, some applications, like embedded... knowledge distillation deep geometric graphs https://ai.updf.com/paper-detail/communication-efficient-federated-learning-via-knowledge-distillation-wu-wu-56708004ada46632aa25d1d7a3f2d5b92b54166f Communication-efficient federated learning via knowledge distillation This work presents a communication-efficient federated learning method that saves a major fraction of communication cost, and reveals the advantage of... federated learning knowledge distillation communication efficient via https://underline.io/lecture/11406-distilling-spikes-knowledge-distillation-in-spiking-neural-networks Distilling Spikes: Knowledge Distillation in Spiking Neural Networks | Underline On-demand video platform giving you access to lectures from conferences worldwide. knowledge distillation neural networks distilling spikes spiking https://pure.skku.edu/en/publications/rescoring-teacher-outputs-with-decoded-utterances-for-knowledge-d/fingerprints/ Rescoring teacher outputs with decoded utterances for knowledge distillation in automatic speech... knowledge distillation teacher outputs decoded utterances https://www.isca-archive.org/interspeech_2023/wang23ia_interspeech.html ISCA Archive - Conformer-based Language Embedding with Self-Knowledge Distillation for Spoken... isca archive self knowledge based language embedding https://verified-skill.com/skills/orchestra-research/ai-research-skills/knowledge-distillation knowledge-distillation (orchestra-research/ai-research-skills) | verified-skill.com | vSkill orchestra-research/ai-research-skills knowledge distillation research ai orchestra skills verified https://scholar.lib.ntnu.edu.tw/en/publications/improve-fine-grained-visual-classification-accuracy-by-controllab/fingerprints/ Improve Fine-grained Visual Classification Accuracy by Controllable Location Knowledge Distillation... classification accuracy knowledge distillation improve fine visual https://scholar.hit.edu.cn/en/publications/exploring-and-enhancing-the-transfer-of-distribution-in-knowledge/ Exploring and enhancing the transfer of distribution in knowledge distillation for autoregressive... knowledge distillation exploring enhancing transfer distribution https://proceedings.mlr.press/v172/yang22a.html Regularizing Brain Age Prediction via Gated Knowledge Distillation Dec 4, 2022 - Regularizing Brain Age Prediction via Gated Knowledge DistillationYanwu Yang, Guo Xutao, Chenfei Ye, Yang Xiang, Ting MaThe brain age has... brain age knowledge distillation prediction via gated https://www.proceedings.com/079017-0903.html LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations... The world's premier source for conference proceedings, offering Print-on-Demand, DOI, and Content Hosting services. knowledge distillation length agnostic trajectory prediction https://researchportal.scu.edu.au/esploro/outputs/conferenceProceeding/Task-Specific-Knowledge-Distillation-forScalable-Sentiment-Classification/991013372741502368 Task-Specific Knowledge Distillation for Scalable Sentiment Classification in Low-Resource Settings... Nov 11, 2025 - Knowledge distillation (KD) is a effective method for creating efficient sentiment analysis models by transferring knowledge from a large, high-performing... task specific knowledge distillation sentiment classification scalable low https://arxiv.org/abs/2510.04213 [2510.04213] Enhancing Speaker Verification with w2v-BERT 2.0 and Knowledge Distillation guided... Abstract page for arXiv paper 2510.04213: Enhancing Speaker Verification with w2v-BERT 2.0 and Knowledge Distillation guided Structured Pruning knowledge distillation enhancing speaker verification bert https://openreview.net/forum?id=BJbtuRRLM Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional... Adversarial training for transferring knowledge from teacher network to student network knowledge distillation training shallow thin networks https://lrec.elra.info/lrec2024-main-0064 Align-to-Distill: Trainable Attention Alignment for Knowledge Distillation in Neural Machine... May 1, 2024 - The advent of scalable deep models and large datasets has improved the performance of Neural Machine Translation (NMT). Knowledge Distillation (KD) enhances eff knowledge distillation align attention neural machine https://publications.idiap.ch/publications/show/5500 Knowledge Distillation for Face Recognition using Synthetic Data with Dynamic Latent Sampling -... knowledge distillation for face synthetic data recognition using https://deepai.org/publication/efficientvlm-fast-and-accurate-vision-language-models-via-knowledge-distillation-and-modal-adaptive-pruning EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and... Oct 14, 2022 - 10/14/22 - Pre-trained vision-language models (VLMs) have achieved impressive results in a range of vision-language tasks. However, popular V... vision language models knowledge distillation fast accurate via https://www.techscience.com/CMES/v131n3/47389/html A Method Based on Knowledge Distillation for Fish School Stress State Recognition in Intensive... Fish behavior analysis for recognizing stress is very important for fish welfare and production management in aquaculture. Recent advances have been made in... based on knowledge distillation school stress method fish https://www.copilotly.com/ai-glossary/knowledge-distillation Knowledge Distillation | AI Technology Definition | Copilotly Glossary Learn about knowledge distillation in AI, a technique for transferring knowledge from complex models to simpler ones, enhancing efficienc... | Learn the... knowledge distillation ai technology definition glossary https://ijettjournal.org/archive/ijett-v69i7p231 Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition... Presence of noise in the labels of large scale facial expression datasets has been a key challenge towards Facial Expression Recognition (FER) in the wild.... training and knowledge facial expression collaborative distillation based https://paperium.net/article/en/17127/switch-kd-visual-switch-knowledge-distillation-for-vision-language-models Switch-KD: Visual-Switch Knowledge Distillation for Vision-Language Models: Analysis, Review &... Quick breakdown of the 'Switch-KD: Visual-Switch Knowledge Distillation for Vision-Language Models' paper. Methods, results, strengths/weaknesses expl vision language models knowledge distillation switch kd visual https://bytez.com/docs/icml/43988?_c=eyJ2IjoxLCJyZWxhdGVkIjpbImNvZGUiLCJyZWZlcmVuY2VzIiwiY29uZmVyZW5jZSJdfQ%3D%3D When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution... Jul 17, 2025 - This research paper focuses on a method called data-free knowledge distillation (DFKD), which helps one AI model (the student) learn from another (the teacher)... free knowledge out of data distillation meets https://papers.nips.cc/paper_files/paper/2023/hash/a12779b5e802668df1cbc73fa00da62f-Abstract-Conference.html Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation knowledge distillation semantic segmentation augmentation free dense https://pure.jbnu.ac.kr/en/publications/monocular-depth-estimation-from-a-fisheye-camera-based-on-knowled-2/ Monocular Depth Estimation from a Fisheye Camera based on Knowledge Distillation - JBNU Researchers... based on knowledge distillation monocular depth estimation https://huggingface.co/papers/2409.13499 Paper page - Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper Join the discussion on this paper page fast streaming knowledge distillation paper transducer asr https://pixelplex.io/glossary/knowledge-distillation/ Knowledge Distillation Definition Learn how Knowledge Distillation fits into the broader world of crypto and blockchain. Our glossary breaks the concept down in simple terms and highlights why... knowledge distillation definition https://groovesquid.com/paper/summary-of-unified-anomaly-detection-methods-on-edge-device-using-knowledge-distillation-and-quantization-by-sushovan-jena-et-al/ Summary of Unified Anomaly Detection Methods on Edge Device Using Knowledge Distillation and... Jul 13, 2025 - Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization by Sushovan Jena, Arya Pulkit, Kajal Singh, Anoushka Banerjee, Sh anomaly detection knowledge distillation summary unified methods https://www.amazon.science/publications/intra-utterance-similarity-preserving-knowledge-distillation-for-audio-tagging Intra-utterance similarity preserving knowledge distillation for audio tagging - Amazon Science Knowledge Distillation (KD) is a popular area of research for reducing the size of large models while still maintaining good performance. The outputs of larger... knowledge distillation audio tagging amazon science intra utterance https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2025.1509633/full Frontiers | Knowledge distillation-enhanced marine optical remote sensing object detection with... With the growing demand for marine surveillance and resource management, accurate marine object detection has become crucial for both military operations and... knowledge distillation remote sensing object detection frontiers enhanced https://www.diagnijmegen.nl/publications/noot22/ Knowledge distillation with ensembles of convolutional neural networks for medical image... convolutional neural networks knowledge distillation for medical ensembles image https://sol.sbc.org.br/index.php/stil/article/view/37812 Knowledge Distillation in Compact Models: An Approach Applied to Text Processing for Public... knowledge distillation compact models text processing for public approach https://scipapermill.com/2025/07/28/knowledge-distillation-powering-efficient-ai-across-modalities-and-domains/ Knowledge Distillation: Powering Efficient AI Across Modalities and Domains Jul 28, 2025 - Knowledge Distillation: Powering Efficient AI Across Modalities and Domains knowledge distillation powering efficient ai across https://techledworld.com/tag/knowledge-distillation/ knowledge distillation - TechLed knowledge distillation techled https://dev3lop.com/blog/knowledge-distillation-techniques-for-lightweight-dashboard-models/ Knowledge Distillation Techniques for Lightweight Dashboard Models | Dev3lop Imagine your company's monthly review meeting enriched by vibrant dashboards that speak clearly to both technical experts and executives alike. Instead of... knowledge distillation techniques lightweight dashboard models https://www.gerad.ca/en/events/1909 Improved knowledge distillation : GERAD improved knowledge distillation https://repository.arizona.edu/handle/10150/671224?show=full Knowledge distillation under ideal joint classifier assumption knowledge distillation ideal joint classifier assumption https://aquila.usm.edu/honors_theses/1085/ "KNOWLEDGE DISTILLATION FROM A LARGE VISION-LANGUAGE MODEL TO COMPACT S" by Kiran Silwal In this research, the use of a large vision-language model to train smaller, deployable models for architectural floor plan question answering is investigated.... knowledge distillation language model large vision compact https://se.mathworks.com/help/deeplearning/ug/train-smaller-neural-network-using-knowledge-distillation.html Train Smaller Neural Network Using Knowledge Distillation - MATLAB & Simulink Reduce the memory footprint of a deep neural network using knowledge distillation. neural network knowledge distillation train smaller using https://research.ibm.com/publications/efficient-knowledge-distillation-from-an-ensemble-of-teachers Efficient knowledge distillation from an ensemble of teachers for INTERSPEECH 2017 - IBM Research Efficient knowledge distillation from an ensemble of teachers for INTERSPEECH 2017 by Takashi Fukuda et al. knowledge distillation ibm research efficient ensemble teachers https://scholars.duke.edu/publication/1530620 Scholars@Duke publication: Reinforced Multi-Teacher Selection for Knowledge Distillation knowledge distillation scholars duke publication reinforced https://repository.eduhk.hk/en/publications/on-device-next-item-recommendation-with-self-supervised-knowledge/ On-device next-item recommendation with self-supervised knowledge distillation - EdUHK Research... next item knowledge distillation device recommendation self https://eureka.patsnap.com/patent-CN113610069A Target detection model training method based on knowledge distillation - Eureka | Patsnap A target detection and model training technology, applied in the field of target detection model training based on knowledge distillation, can solve the... model training based on knowledge distillation target detection https://aisecurity-portal.org/en/literature-database/how-to-backdoor-the-knowledge-distillation/ How to Backdoor the Knowledge Distillation | AI Security Portal how to the knowledge ai security backdoor distillation