Dipam Goswami
6 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
catastrophic forgetting
(4)
continual learning
(2)
class-incremental learning
(2)
image retrieval
(1)
feature distribution
(1)
foreground detection
(1)
spectral analysis
(1)
adversarial perturbation
(1)
vision-language model
(1)
weight transfer
(1)
replay memory
(1)
exemplar-free learning
(1)
cosine similarity
(1)
prototypical network
(1)
intra-modal alignment
(1)
incremental object detection
(1)
contrastive learning
(1)
prototype drift
(1)
semantic segmentation
(1)
image segmentation
(1)
Papers
IsoCLIP: Decomposing CLIP Projectors for Efficient Intra-modal Alignment
CVPR 2026
Exemplar-free Continual Representation Learning via Learnable Drift Compensation
ECCV 2024
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning
CVPR 2024
Attribution-Aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
WACV 2023
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection
ICCV 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
NeurIPS 2023