Papers
Wed 13 Apr 2022
147 papers
- Causal Confusion and Reward Misidentification in Preference-Based Reward LearningLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
- Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency PlanningEnd-to-end autonomous driving → Reinforcement learning for driving
- HuBERT-EE: Early Exiting HuBERT for Efficient Speech RecognitionEfficient LLM inference and serving → Early exit and edge inference
- What Matters in Language Conditioned Robotic Imitation Learning over Unstructured DataOffline RL and imitation learning from data → Language-conditioned policies and VLAs
- Hierarchical Text-Conditional Image Generation with CLIP LatentsDiffusion models → Image generation, text-to-image and editing
- Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computing
- Dynamic Diagnosis of the Progress and Shortcomings of Student Learning using Machine Learning based on Cognitive, Social, and Emotional Features
- Scaling Cross-Domain Content-Based Image Retrieval for E-commerce Snap and Search Application
- Learning to Revise References for Faithful Summarization
- IIITDWD-ShankarB@ Dravidian-CodeMixi-HASOC2021: mBERT based model for identification of offensive content in south Indian languages
- Neural Topic Modeling of Psychotherapy Sessions
- Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones
- CapillaryX: A Software Design Pattern for Analyzing Medical Images in Real-time using Deep Learning
- Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey
- 3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition
- Migrating Face Swap to Mobile Devices: A lightweight Framework and A Supervised Training Solution
- A high-resolution canopy height model of the Earth
- Semantic-Aware Pretraining for Dense Video Captioning
- LDPC codes: tracking non-stationary channel noise using sequential variational Bayesian estimates
- DRAGON (Differentiable Graph Execution) : A suite of Hardware Simulation and Optimization tools for Modern AI/Non-AI Workloads
- Geometric Understanding of Sketches
- GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
- A deep learning algorithm for reducing false positives in screening mammography
- Achieving Representative Data via Convex Hull Feasibility Sampling Algorithms
- Second Order Regret Bounds Against Generalized Expert Sequences under Partial Bandit Feedback
- Sketching Algorithms and Lower Bounds for Ridge Regression
- Joint Coreset Construction and Quantization for Distributed Machine Learning
- Copiloting Autonomous Multi-Robot Missions: A Game-inspired Supervisory Control Interface
- Wassmap: Wasserstein Isometric Mapping for Image Manifold Learning
- METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals
- Fix Bugs with Transformer through a Neural-Symbolic Edit Grammar
- Clifford Circuits can be Properly PAC Learned if and only if textsfRP=textsfNP
- A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic
- Performance Assessment of different Machine Learning Algorithm for Life-Time Prediction of Solder Joints based on Synthetic Data
- Adaptive Memory Management for Video Object Segmentation
- CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing
- A Natural Language Processing Approach for Instruction Set Architecture Identification
- Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity
- Modularity benefits reinforcement learning agents with competing homeostatic drives
- Towards Metrical Reconstruction of Human Faces
- EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts
- Deep Relation Learning for Regression and Its Application to Brain Age Estimation
- A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes
- Illumination-Invariant Active Camera Relocalization for Fine-Grained Change Detection in the Wild
- OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data
- Character-focused Video Thumbnail Retrieval
- Estimating Structural Disparities for Face Models
- Controllable Video Generation through Global and Local Motion Dynamics
- Fast Few-shot Debugging for NLU Test Suites
- Neural Vector Fields for Implicit Surface Representation and Inference
- Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents
- Disentangling Uncertainty in Machine Translation Evaluation
- Features of the Earth's seasonal hydroclimate: Characterizations and comparisons across the Koppen-Geiger climates and across continents
- Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets
- Multilingual Event Linking to Wikidata
- Four algorithms for propositional forgetting
- A9-Dataset: Multi-Sensor Infrastructure-Based Dataset for Mobility Research
- Scalable Training of Language Models using JAX pjit and TPUv4
- Does depth estimation help object detection?
- FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations
- Out-of-Distribution Detection with Deep Nearest Neighbors
- DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization
- Study of Indian English Pronunciation Variabilities relative to Received Pronunciation
- Clinical trial site matching with improved diversity using fair policy learning
- SpoofGAN: Synthetic Fingerprint Spoof Images
- Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning
- Data-heterogeneity-aware Mixing for Decentralized Learning
- Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering
- The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer
- WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma
- DMCNet: Diversified Model Combination Network for Understanding Engagement from Video Screengrabs
- Building Markovian Generative Architectures over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems
- The effect of speech pathology on automatic speaker verification -- a large-scale study
- Random Manifold Sampling and Joint Sparse Regularization for Multi-label Feature Selection
- Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation
- Fair Algorithm Design: Fair and Efficacious Machine Scheduling
- Label Augmentation with Reinforced Labeling for Weak Supervision
- Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability
- Flexible Multiple-Objective Reinforcement Learning for Chip Placement
- Receding Neuron Importances for Structured Pruning
- Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy
- Coverage and Capacity Optimization in STAR-RISs Assisted Networks: A Machine Learning Approach
- CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection
- Online greedy identification of linear dynamical systems
- Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information
- Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity
- A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic
- Local Feature Swapping for Generalization in Reinforcement Learning
- AHP: Learning to Negative Sample for Hyperedge Prediction
- LDPC codes: comparing cluster graphs to factor graphs
- WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types
- Distributionally Robust Models with Parametric Likelihood Ratios
- A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets
- Transparent Shape from a Single View Polarization Image
- Recognition of Freely Selected Keypoints on Human Limbs
- Deep Learning-based Framework for Automatic Cranial Defect Reconstruction and Implant Modeling
- Call-sign recognition and understanding for noisy air-traffic transcripts using surveillance information
- Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis
- Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification
- Estimation of stellar atmospheric parameters from LAMOST DR8 low-resolution spectra with 20≤SNR<30
All 147
- TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes
- Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images
- Enabling Synthetic Data adoption in regulated domains
- Reuse your features: unifying retrieval and feature-metric alignment
- Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding
- Assessing cloudiness in nonwovens
- Overparameterized Linear Regression under Adversarial Attacks
- Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures
- 3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection
- TangoBERT: Reducing Inference Cost by using Cascaded Architecture
- Utilizing variational autoencoders in the Bayesian inverse problem of photoacoustic tomography
- Generalization Error Bounds for Multiclass Sparse Linear Classifiers
- Self-critical Sequence Training for Automatic Speech Recognition
- Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs
- Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems
- Experimental Standards for Deep Learning in Natural Language Processing Research
- Large-scale multi-objective influence maximisation with network downscaling
- Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT
- Encoding Domain Knowledge in Multi-view Latent Variable Models: A Bayesian Approach with Structured Sparsity
- Stealing and Evading Malware Classifiers and Antivirus at Low False Positive Conditions
- CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU
- Can Question Rewriting Help Conversational Question Answering?
- Approximation of Lipschitz Functions using Deep Spline Neural Networks
- Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization
- Research on Intellectual Property Resource Profile and Evolution Law
- Context-based Deep Learning Architecture with Optimal Integration Layer for Image Parsing
- Defensive Patches for Robust Recognition in the Physical World
- 5G Features and Standards for Vehicle Data Exploitation
- Probing for Constituency Structure in Neural Language Models
- Deep Learning Model with GA based Feature Selection and Context Integration
- Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation
- A Universality-Individuality Integration Model for Dialog Act Classification
- COAP: Compositional Articulated Occupancy of People
- ViViD++: Vision for Visibility Dataset
- Dynamic Neural Textures: Generating Talking-Face Videos with Continuously Controllable Expressions
- An Ensemble Learning Based Approach to Multi-label Power Text Classification for Fault-type Recognition
- Efficient Cluster-Based k-Nearest-Neighbor Machine Translation
- A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes
- Neural Texture Extraction and Distribution for Controllable Person Image Synthesis
- A quantum generative model for multi-dimensional time series using Hamiltonian learning
- HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection
- Retrieval of Scientific and Technological Resources for Experts and Scholars
- A Three-phase Augmented Classifiers Chain Approach Based on Co-occurrence Analysis for Multi-Label Classification
- Impossible Triangle: What's Next for Pre-trained Language Models?
- Reinforcement learning on graphs: A survey
- On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance
- Baseline Computation for Attribution Methods Based on Interpolated Inputs