Results 41 to 50 of about 4,930,132 (374)
Point Cloud Instance Segmentation with Inaccurate Bounding-Box Annotations
Sensors, 2023 Most existing point cloud instance segmentation methods require accurate and dense point-level annotations, which are extremely laborious to collect.
Yinyin Peng, Hui Feng, Tao Chen, Bo Hu
doaj +1 more source
CORSD: Class-Oriented Relational Self Distillation
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 Knowledge distillation conducts an effective model compression method while holding some limitations:(1) the feature based distillation methods only focus on distilling the feature map but are lack of transferring the relation of data examples; (2) the relational distillation methods are either limited to the handcrafted functions for relation ...
Yu, Muzhou +5 more
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A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations [PDF]
IEEE transactions on multimedia, 2023 Emotion recognition in conversations (ERC), the task of recognizing the emotion of each utterance in a conversation, is crucial for building empathetic machines.
Hui Ma +5 more
semanticscholar +1 more source
SdAE: Self-distillated Masked Autoencoder
, 2022 With the development of generative-based self-supervised learning (SSL) approaches like BeiT and MAE, how to learn good representations by masking random patches of the input image and reconstructing the missing information has grown in concern. However, BeiT and PeCo need a "pre-pretraining" stage to produce discrete codebooks for masked patches ...
Chen, Yabo +6 more
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Production of ethanol from sugars and lignocellulosic biomass by Thermoanaerobacter J1 Isolated from a hot spring in Iceland [PDF]
, 2012 Thermophilic bacteria have gained increased attention as candidates for bioethanol production from lignocellulosic biomass. This study investigated ethanol production by Thermoanaerobacter strain J1 from hydrolysates made from lignocellulosic biomass in ...
Jessen, Jan Eric, Orlygsson, Johann
core +2 more sources
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 Extensive research studies have been conducted in recent years to exploit the complementarity among multisensor (or multimodal) remote sensing data for prominent applications such as land cover mapping.
Yawogan Jean Eudes Gbodjo +4 more
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Self-distilled Vision Transformer for Domain Generalization
, 2023 23 pages, 12 ...
Sultana, Maryam +4 more
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SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking [PDF]
Computer Vision and Pattern RecognitionMultimodal Visual Object Tracking (VOT) has recently gained significant attention due to its robustness. Early research focused on fully fine-tuning RGB-based trackers, which was inefficient and lacked generalized representation due to the scarcity of ...
Xiaojun Hou +10 more
semanticscholar +1 more source
Recent advances in second generation ethanol production by thermophilic bacteria [PDF]
, 2014 There is an increased interest in using thermophilic bacteria for the production of bioethanol from complex lignocellulosic biomass due to their higher operating temperatures and broad substrate range.
Orlygsson, Johann, Scully, Sean
core +2 more sources
A Mutually Auxiliary Multitask Model With Self-Distillation for Emotion-Cause Pair Extraction
IEEE Access, 2021 Emotion-cause pair extraction (ECPE), which aims to extract emotions and the corresponding causes in documents, has a wide range of applications in network public opinion analysis.
Jiaxin Yu +3 more
doaj +1 more source