Papers
From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference
Randall Balestriero, Richard Baraniuk
From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment
David Carral, Larry González, Patrick Koopmann
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users
Anh Phan Tuan, Nhat Nguyen Trong, Duong Bui Trong et al.
From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification
Zixiang Ding, Huihui He, Mengran Zhang et al.
From Insanely Jealous to Insanely Delicious: Computational Models for the Semantic Bleaching of English Intensifiers
Yiwei Luo, Dan Jurafsky, Beth Levin
From Lab to Internship and Back Again: Learning Autonomous Systems through Creating a Research and Development Ecosystem
Trevor Bihl, Todd Jenkins, Chadwick Cox et al.
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
Justin Fu, Anoop Korattikara, Sergey Levine et al.
From legal to technical concept: Towards an automated classification of German political Twitter postings as criminal offenses
Frederike Zufall, Tobias Horsmann, Torsten Zesch
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training
Mayur Patidar, Surabhi Kumari, Manasi Patwardhan et al.
From News to Medical: Cross-domain Discourse Segmentation
Elisa Ferracane, Titan Page, Junyi Jessy Li et al.
From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer
Haipeng Xiong, Hao Lu, Chengxin Liu et al.
From Receptive to Productive: Learning to Use Confusing Words through Automatically Selected Example Sentences
Chieh-Yang Huang, Yi-Ting Huang, MeiHua Chen et al.
From Recognition to Cognition: Visual Commonsense Reasoning
Rowan Zellers, Yonatan Bisk, Ali Farhadi et al.
From Recommendation Systems to Facility Location Games
Omer Ben-Porat, Gregory Goren, Itay Rosenberg et al.
From Research to Production and Back: Ludicrously Fast Neural Machine Translation
Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan et al.
From Statistical Transportability to Estimating the Effect of Stochastic Interventions
Juan D. Correa, Elias Bareinboim
From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason
Ajeet Kumar Singh, Anand Mishra, Shashank Shekhar et al.
From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion
Roy Bar-Haim, Dalia Krieger, Orith Toledo-Ronen et al.
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining
Alexandre Garcia, Pierre Colombo, Florence d’Alché-Buc et al.
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining
Alexandre Garcia, Pierre Colombo, Florence d’Alché-Buc et al.
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI
Roman Beliy, Guy Gaziv, Assaf Hoogi et al.
From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots
Shizhe Chen, Qin Jin, Jianlong Fu
From Zero-Shot Learning to Cold-Start Recommendation
Jingjing Li, Mengmeng Jing, Ke Lu et al.
Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition
Rupayan Chakraborty, Ashish Panda, Meghna Pandharipande et al.