Koushik Biswas
9 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Conference Pioneer
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Research topics
Deep Learning
(7)
Machine Learning
(6)
Architectures
(5)
Computer Vision
(4)
Learning Types
(3)
Optimization & Theory
(3)
Techniques
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Domain-Specific
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Keywords
image classification
(3)
activation function
(3)
deep learning
(2)
uncertainty quantification
(2)
uncertainty estimation
(2)
medical image segmentation
(2)
object detection
(2)
neural network
(2)
neural network optimization
(2)
parameter efficient
(1)
image generation
(1)
image segmentation
(1)
multimodal learning
(1)
knowledge distillation
(1)
vision transformer
(1)
long short-term memory
(1)
diffusion model
(1)
time series forecasting
(1)
recurrent neural network
(1)
time series
(1)
Papers
Efficient Text-Guided Convolutional Adapter for the Diffusion Model
WACV 2026
Uncertainty-Aware Vision-Language Segmentation for Medical Imaging
WACV 2026
Optimizing Neural Network Effectiveness via Non-Monotonicity Refinement
WACV 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation
WACV 2025
Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis
MICCAI 2024
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions
AAAI 2022
SAU: Smooth Activation Function Using Convolution with Approximate Identities
ECCV 2022
Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique
CVPR 2022
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone
AAAI 2021