Research Papers from the Department in the year 2018-19

Research papers published in Journals

• , A weak 2-generic bounds a minimal degree
• , Algebraic independence over positive characteristic: New criterion and applications to locally low algebraic rank circuits
• , Eclectic Domain Mixing for Effective Adaptation in Action Spaces
• , Efficiency and Budget Balance in General Quasi-linear Domains
• , Low Power Hardware Implementations for Network Packet Processing Elements
• , Optimizing Non-decomposable Measures with Deep Networks
• , Separability and decomposition in mechanism design with transfers

Research papers published in Conferences

• , A Deep Generative Framework for Paraphrase Generation
• , Algebraic dependencies and PSPACE algorithms in approximative complexity
• , An Effective Nearest Neighbor Classification Technique Using Medoid Based Weighting Scheme
• , Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences
• , Benchmarking Machine Learning Methods for Performance Modeling of Scientific Applications
• , Bootstrapping variables in algebraic circuits
• , Charging Station Placement for Indoor Robotic Applications
• , Charging Station Placement for Indoor Robotic Applications
• , Compilation Error Repair: For the Student Programs, From the Student Programs
• , Cryptanalysis of 1-Round KECCAK
• , Deep Active Learning for Object Detection
• , Deep Domain Adaptation in Action Space
• , DFCM++: Augmenting DFCM with Early Update and Data Dependence-driven Value Estimation
• , Differential Attention for Visual Question Answering
• , Discovering the roots: Uniform closure results for algebraic classes under factoring
• , Efficient RDF Dictionaries with B+ trees
• , Fashionable Modelling with Flux
• , Generalized Zero-Shot Learning via Synthesized Examples
• , Knowledge Compilation meets Uniform Sampling
• , Learning Latent Feature Relational Models via Small-Variance Asymptotics
• , Learning Semantic Sentence Embeddings using Pair-wise Discriminator
• , Measuring conceptual incongruity from text-based annotations
• , Model Extraction Warning in MLaaS Paradigm
• , Modelling metareasoned decision threshold shifts in a random dot motion discrimination task
• , Modelling metareasoning about decision thresholds in a perceptual learning task
• , Monaural Audio Source Separation using Variational Autoencoders
• , Multi-Agent Diverse Generative Adversarial Networks
• , Multimodal Differential Network for Visual Question Generation
• , No Modes left behind: Capturing the data distribution effectively using GANs
• , Probing mental representations that determine context-sensitive monetary reasoning
• , Receding Horizon Multi-Robot Coverage
• , Reducing GPU Register File Energy
• , Synergistic Cache Layout for Reuse and Compression
• , TipsC: Tips and Corrections for Programming MOOCs
• , Topology-aware Space-shared Co-analysis of Large-scale Molecular Dynamics Simulations
• , Towards blackbox identity testing of log-variate circuits
• , Truthful mechanisms for ownership transfer with expert advice
• , TwAS: Two-stage Shape Analysis for Speed and Precision
• , UCLID5: Integrating Modeling, Verification, Synthesis and Learning
• , Unsupervised domain adaptation of deep object detectors
• , Word Spotting in Silent Lip Videos
• , Zero-Shot Learning via Class-Conditioned Deep Generative Models

 

Research Areas | Publications | SIGTACS | SESRes | SIGDATA | SURGE | SIGML | Vision