Del 13111 i serien Lecture Notes in Computer Science

Neural Information Processing

28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part IV

Häftad, Engelska, 2021

AvTeddy Mantoro,Minho Lee,Media Anugerah Ayu,Kok Wai Wong,Achmad Nizar Hidayanto

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The four-volume proceedings LNCS 13108, 13109, 13110, and 13111 constitutes the proceedings of the 28th International Conference on Neural Information Processing, ICONIP 2021, which was held during December 8-12, 2021. Part II: Theory and algorithms;

Produktinformation

Utgivningsdatum2021-12-05
Mått155 x 235 x 39 mm
Vikt1 077 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor695
FörlagSpringer Nature Switzerland AG
ISBN9783030922726

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Applications.- Deep Supervised Hashing By Classification For Image Retrieval.- Towards Human-level Performance in Solving Double Dummy Bridge Problem.- Coarse-to-Fine Visual Place Recognition.- BFConv: Improving Convolutional Neural Networks with Butterfly Convolution.- Integrating Rich Utterance Features for Emotion Recognition in Multi-party Conversations.- Vehicle Image Generation Going Well with the Surroundings.- Scale Invariant Domain Generalization Image Recapture Detection.- Tile2Vec with Predicting Noise for Land Cover Classification.- A Joint Representation Learning Approach for Social Media Tag Recommendation.- Identity-based Data Augmentation via Progressive Sampling for One-Shot Person Re-identification.- Feature Fusion Learning Based on LSTM and CNN Networks for Trend Analysis of Limit Order Books.- WikiFlash: Generating Flashcards from Wikipedia Articles.- Video Face Recognition with Audio-Visual Aggregation Network.- WaveFuse: A Unified Unsupervised Framework forImage Fusion with Discrete Wavelet Transform.- Manipulation-invariant Fingerprints for Cross-dataset Deepfake Detection.- Low-resource Neural Machine Translation Using Fast Meta-Learning method.- Efficient, Low-Cost, Real-Time Video Super-Resolution Network.- On the Unreasonable Effectiveness of Centroids in Image Retrieval.- Few-shot Classification with Multi-task Self-supervised Learning.- Self-Supervised Compressed Video Action Recognition via Temporal-Consistent Sampling.- Stack-VAE network for Zero-Shot Learning.- TRUFM: a Transformer-guided Framework for Fine-grained Urban Flow Inference.- Saliency Detection Framework Based on Deep Enhanced Attention Network.- SynthTriplet GAN: Synthetic Query Expansion for Multimodal Retrieval.- SS-CCN: Scale Self-guided Crowd Counting Network.- QS-Hyper: A Quality-Sensitive Hyper Network for the No-Reference Image Quality Assessment.- An Efficient Manifold Density Estimator for All Recommendation Systems.- Cleora: A Simple, Strong and ScalableGraph Embedding Scheme.- STA3DCNN: Spatial-temporal Attention 3D Convolutional Neural Network for Citywide Crowd Flow Prediction.- Learning Pre-Grasp Pushing Manipulation of Wide and Flat Objects using Binary Masks.- Multi-DIP: A General Framework For Unsupervised Multi-degraded Image Restoration.- Multi-Attention Network for Arbitrary Style Transfer.- Image Brightness Adjustment with Unpaired Training.- Self-Supervised Image-to-Text and Text-to-Image Synthesis.- TextCut: A Multi-region Replacement Data Augmentation Approach for Text Imbalance Classification.- A Multi-task Model for Sentiment aided Cyberbullying Detection in Code-Mixed Indian Languages.- A Transformer-based Model for Low-resource Event Detection.- Malicious Domain Detection on Imbalanced Data with Deep Reinforcement Learning.- Designing and Searching for Lightweight Monocular Depth Network.- Improving Question Answering over Knowledge Graphs Using Graph Summarization.- Multi-Stage Hybrid Attentive Networks for Knowledge-Driven Stock Movement Prediction.- End-to-End Edge Detection via Improved Transformer Model.- Isn’t it ironic, don’t you think.- Neural Local and Global Contexts Learning for Word Sense Disambiguation.- Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification.- Paraphrase Identification with Neural Elaboration Relation Learning.- Hybrid DE-MLP-based Modeling Technique for Prediction of Alloying Element Proportions and Process Parameters.- A Mutual Information-based Disentanglement Framework for Cross-Modal Retrieval.- AGRP:A Fused Aspect-Graph Neural Network for Rating Prediction.- Classmates Enhanced Diversity-self-attention Network for Dropout Prediction in MOOCs.- A Hierarchical Graph-based Neural Network for Malware Classification.- A Visual Feature Detection Algorithm Inspired by Spatio-temporal Properties of Visual Neurons.- Knowledge Distillation Method for Surface Defect Detection.- Adaptive Selection of Classifiers for Person Recognitionby Iris Pattern and Periocular Image.- Multi-Perspective Interactive Model for Chinese Sentence Semantic Matching.- An Effective Implicit Multi-Interest Interaction Network for Recommendation.