Deep Learning

Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces IJCAI 2021 Deterministic Mini-batch Sequencing for Training Deep Neural Networks AAAI 2021 Differentiable Multiple Shooting Layers NeurIPS 2021 Differentiable Patch Selection for Image Recognition CVPR 2021 Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NeurIPS 2021 Digital Gimbal: End-to-End Deep Image Stabilization With Learnable Exposure Times CVPR 2021 Dirichlet Energy Constrained Learning for Deep Graph Neural Networks NeurIPS 2021 discopy: A Neural System for Shallow Discourse Parsing EMNLP 2021 Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning AISTATS 2021 Distributional Robustness Loss for Long-Tail Learning ICCV 2021 Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction CVPR 2021 Efficient Lottery Ticket Finding: Less Data is More ICML 2021 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction EMNLP 2021 Emergent Communication under Varying Sizes and Connectivities NeurIPS 2021 End-to-End Spelling Correction Conditioned on Acoustic Feature for Code-Switching Speech Recognition Interspeech 2021 Engage the Public: Poll Question Generation for Social Media Posts ACL 2021 Explaining Deep Learning Models for Speech Enhancement Interspeech 2021 Extending Neural P-Frame Codecs for B-Frame Coding ICCV 2021 Fast and Accurate Neural Machine Translation with Translation Memory ACL 2021 FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise CVPR 2021 Fidelity-based Deep Adiabatic Scheduling ICLR 2021 FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021 ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021 Forty Years of Speech and Language Processing: From Bayes Decision Rule to Deep Learning Interspeech 2021 Fourier Contour Embedding for Arbitrary-Shaped Text Detection CVPR 2021