Papers
Sat 6 Nov 2021
58 papers
- Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language ModelingMultimodal LLMs / vision-language models → Prompt learning and adaptation of CLIP
- Class Token and Knowledge Distillation for Multi-head Self-Attention Speaker Verification SystemsKnowledge distillation → Speech and audio distillation
- d3rlpy: An Offline Deep Reinforcement Learning LibraryOffline RL and imitation learning from data → Offline RL algorithms
- Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data
- Trend and Thoughts: Understanding Climate Change Concern using Machine Learning and Social Media Data
- GHRS: Graph-based Hybrid Recommendation System with Application to Movie Recommendation
- Patent Sentiment Analysis to Highlight Patent Paragraphs
- Detecting COVID-19 from Chest Computed Tomography Scans using AI-Driven Android Application
- "How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Android Malware Detector
- EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction
- Understanding Layer-wise Contributions in Deep Neural Networks through Spectral Analysis
- Towards noise robust trigger-word detection with contrastive learning pre-task for fast on-boarding of new trigger-words
- A Deep Reinforcement Learning Approach for Composing Moving IoT Services
- Profitable Trade-Off Between Memory and Performance In Multi-Domain Chatbot Architectures
- CALText: Contextual Attention Localization for Offline Handwritten Text
- Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves
- Deep Neyman-Scott Processes
- Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning
- Towards Building ASR Systems for the Next Billion Users
- A Probit Tensor Factorization Model For Relational Learning
- Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods
- Convolutional Gated MLP: Combining Convolutions & gMLP
- Transformer Based Bengali Chatbot Using General Knowledge Dataset
- SOPE: Spectrum of Off-Policy Estimators
- AGGLIO: Global Optimization for Locally Convex Functions
- Deep Learning Based Model for Breast Cancer Subtype Classification
- Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits
- Distinguishing Commercial from Editorial Content in News
- Robust Deep Reinforcement Learning for Quadcopter Control
- Linguistic Cues of Deception in a Multilingual April Fools' Day Context
- Domain Attention Consistency for Multi-Source Domain Adaptation
- On pseudo-absence generation and machine learning for locust breeding ground prediction in Africa
- TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework
- Demystifying Deep Learning Models for Retinal OCT Disease Classification using Explainable AI
- Action Recognition using Transfer Learning and Majority Voting for CSGO
- Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective
- What augmentations are sensitive to hyper-parameters and why?
- Learning equilibria with personalized incentives in a class of nonmonotone games
- A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers
- Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention
- Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks
- Focusing on Potential Named Entities During Active Label Acquisition
- Neural Implicit Event Generator for Motion Tracking
- ROFT: Real-Time Optical Flow-Aided 6D Object Pose and Velocity Tracking
- Distributed stochastic proximal algorithm with random reshuffling for non-smooth finite-sum optimization
- Will You Ever Become Popular? Learning to Predict Virality of Dance Clips
- Order-Guided Disentangled Representation Learning for Ulcerative Colitis Classification with Limited Labels
- Analyzing Architectures for Neural Machine Translation Using Low Computational Resources
- SIG-VC: A Speaker Information Guided Zero-shot Voice Conversion System for Both Human Beings and Machines
- Contextual Unsupervised Outlier Detection in Sequences
- Finnish Dialect Identification: The Effect of Audio and Text
- Neural BRDFs: Representation and Operations
- Development of collective behavior in newborn artificial agents
- Physics-Informed Neural Operator for Learning Partial Differential Equations
- Generation of microbial colonies dataset with deep learning style transfer
- Artifact- and content-specific quality assessment for MRI with image rulers
- Privacy attacks for automatic speech recognition acoustic models in a federated learning framework
- Dynamic Regret Minimization for Control of Non-stationary Linear Dynamical Systems