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Self-Supervised Learning

8,255 papers

Papers per year

12
17
663
1205
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Papers

Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture IJCAI 2022
Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? IJCAI 2022
Hybrid Learning System for Large-scale Medical Image Analysis IJCAI 2022
Towards Contextually Sensitive Analysis of Memes: Meme Genealogy and Knowledge Base IJCAI 2022
Information Injection to Deep Learning Solutions in Knowledge Transfer IJCAI 2022
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications IJCNLP 2022
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis IJCNLP 2022
Detecting Incongruent News Articles Using Multi-head Attention Dual Summarization IJCNLP 2022
A Unified Model for Reverse Dictionary and Definition Modelling IJCNLP 2022
Addressing Segmentation Ambiguity in Neural Linguistic Steganography IJCNLP 2022
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics IJCNLP 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour IJCNLP 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset IJCNLP 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking IJCNLP 2022
Meeting Decision Tracker: Making Meeting Minutes with De-Contextualized Utterances IJCNLP 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition INTERSPEECH 2022
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition INTERSPEECH 2022
Probing speech emotion recognition transformers for linguistic knowledge INTERSPEECH 2022
Boosting Self-Supervised Embeddings for Speech Enhancement INTERSPEECH 2022
CycleGAN-based Unpaired Speech Dereverberation INTERSPEECH 2022
Improved Modulation-Domain Loss for Neural-Network-based Speech Enhancement INTERSPEECH 2022
SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech INTERSPEECH 2022
TRILLsson: Distilled Universal Paralinguistic Speech Representations INTERSPEECH 2022
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load INTERSPEECH 2022
Learning neural audio features without supervision INTERSPEECH 2022