U-CAM: Visual Explanation using Uncertainty based Class Activation Maps | Paper Citation Record

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This paper cites Bottom-up and top-down attention for image captioning and visual question answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Bottom-up and top-down attention for image captioning and visual question answering

Reference 1

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Observation 62530c3d-8f09-4df2-a659-4d44b8cb1f01 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Lawrence Zitnick, and Devi Parikh

Reference 2

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This paper cites Wasserstein gan.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Wasserstein gan

Reference 3

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Observation ccbf20c1-9e00-4e8e-a4ff-63e0f4f0be80 · outbound

This paper cites Deep at- tention neural tensor network for visual question answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Deep at- tention neural tensor network for visual question answering

Reference 4

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U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Unresolved cited work

Reference 5

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Observation b94aceb9-9737-4f53-a04a-fab1f4aeaba1 · outbound

This paper cites Weight uncertainty in neural network.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Weight uncertainty in neural network

Reference 6

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Observation 26e0a5a0-335f-47a9-a945-b2c7474dd4ef · outbound

This paper cites Mind’s eye: A recur- rent visual representation for image caption generation.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Mind’s eye: A recur- rent visual representation for image caption generation

Reference 7

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Observation a5570c25-8f11-4bd0-b6de-8157a35c9501 · outbound

This paper cites Lawrence Zitnick, Devi Parikh, and Dhruv Batra.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Lawrence Zitnick, Devi Parikh, and Dhruv Batra

Reference 8

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Observation f1cf7814-c7d4-4186-bcbe-e42e8eac56d0 · outbound

This paper cites Moura, Stefan Lee, and Dhruv Batra.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Moura, Stefan Lee, and Dhruv Batra

Reference 9

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Observation 7d801687-9c9d-4f3c-8c36-5fdd44d3984b · outbound

This paper cites Bayesian neural network blogpost.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Bayesian neural network blogpost

Reference 10

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Observation 235f45a8-34f3-4e76-b99b-706305353a9b · outbound

This paper cites From captions to visual concepts and back.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps From captions to visual concepts and back

Reference 11

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Observation 7600931a-60cb-4ed8-a982-66327363041a · outbound

This paper cites Every picture tells a story: Generating sentences from images.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Every picture tells a story: Generating sentences from images

Reference 12

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Observation 138b23df-5de5-40b7-851e-9b4910a053fc · outbound

This paper cites Bayesian Recurrent Neural Networks.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Bayesian Recurrent Neural Networks

Reference 13

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Observation 1a36c90b-2219-4310-b0ff-d733d9028ba6 · outbound

This paper cites Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding

Reference 14

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Observation 81fe04e8-ea0b-47a7-8f76-ccba419eb413 · outbound

This paper cites Uncertainty in Deep Learning.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Uncertainty in Deep Learning

Reference 15

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Observation 6d29162d-ac2e-40df-bac9-84ea7f64690d · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 16

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Observation 649297c3-a4f6-4c87-a759-cae18f8dd75d · outbound

This paper cites A theoretically grounded application of dropout in recurrent neural networks.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps A theoretically grounded application of dropout in recurrent neural networks

Reference 17

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Observation 6d749f70-46d2-4de3-874d-2064b9611828 · outbound

This paper cites Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:54:30.663365Z

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Observation 5285416c-0d8c-4921-9dc1-304a7184a7b3 · outbound

This paper cites Multimodal explanations: Justifying decisions and pointing to the evidence.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Multimodal explanations: Justifying decisions and pointing to the evidence

Reference 19

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Observation 24d5264e-c1bd-41d9-8b87-cff01916cf58 · outbound

This paper cites Densecap: Fully convolutional localization networks for dense caption- ing.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Densecap: Fully convolutional localization networks for dense caption- ing

Reference 20

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Observation 566238b4-4e7a-47a7-8fc1-508e10489d46 · outbound

This paper cites Learning to predict where humans look.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Learning to predict where humans look

Reference 21

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Observation 68c42167-a99d-4cf6-a3c9-16766a92f1cb · outbound

This paper cites Deep visual-semantic align- ments for generating image descriptions.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Deep visual-semantic align- ments for generating image descriptions

Reference 22

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Observation 4cd59a35-09a7-4e4b-80d0-ceb4feba8c64 · outbound

This paper cites Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding

Reference 23

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Observation 3f29ae10-b46a-4ea3-905e-bc82c7ebad07 · outbound

This paper cites What uncertainties do we need in bayesian deep learning for computer vision? In Advances in neural information processing systems, pages 5574–5584, 2017.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps What uncertainties do we need in bayesian deep learning for computer vision? In Advances in neural information processing systems, pages 5574–5584, 2017

Reference 24

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Observation 93fa37d2-66d8-49cd-95f7-fc63db432774 · outbound

This paper cites Multi-task learning using uncertainty to weigh losses for scene geome- try and semantics.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Multi-task learning using uncertainty to weigh losses for scene geome- try and semantics

Reference 25

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Observation c84dd39b-9aea-4cc0-9925-2d447d4822d9 · outbound

This paper cites Bilin- ear attention networks.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Bilin- ear attention networks

Reference 26

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Observation 2023ca02-e961-42ff-bcec-76295a46dc04 · outbound

This paper cites Hadamard Product for Low-rank Bilinear Pooling.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Hadamard Product for Low-rank Bilinear Pooling

Reference 27

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Observation e848875d-5a67-4a15-9924-7fde3c773af4 · outbound

This paper cites Baby talk: Understanding and generating image descriptions.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Baby talk: Understanding and generating image descriptions

Reference 28

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Observation 381c7df4-ab33-4589-8f91-a88c418fce2b · outbound

This paper cites Curriculum based Dropout Discriminator for Domain Adaptation.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Curriculum based Dropout Discriminator for Domain Adaptation

Reference 29

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Observation a795fea1-8fd3-4d75-b9f1-6dcb3578775f · outbound

This paper cites Attending to discriminative certainty for domain adapta- tion.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Attending to discriminative certainty for domain adapta- tion

Reference 30

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Observation 7c459c77-6f30-4a5b-a21c-58cf46d8d2a2 · outbound

This paper cites Looking back at Labels: A Class based Domain Adaptation Technique.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Looking back at Labels: A Class based Domain Adaptation Technique

Reference 31

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Observation 1e45b654-157a-4f7f-bfad-d9e4dbab7014 · outbound

This paper cites Visual question answering with ques- tion representation update (qru).

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Visual question answering with ques- tion representation update (qru)

Reference 32

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Observation 0cc3c74f-f473-4849-bc27-884ef1346493 · outbound

This paper cites Hierarchical question-image co-attention for visual question answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Hierarchical question-image co-attention for visual question answering

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:54:30.474435Z

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Observation 5eb8f3ad-6972-437c-b35c-49d9fdad3f2b · outbound

This paper cites Predictive uncertainty es- timation via prior networks.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Predictive uncertainty es- timation via prior networks

Reference 34

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Observation cd546626-7dce-457a-8da1-6c7f98637636 · outbound

This paper cites A multi-world ap- proach to question answering about real-world scenes based on uncertain input.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps A multi-world ap- proach to question answering about real-world scenes based on uncertain input

Reference 35

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Observation 5b0cc6ee-39c9-478b-8e69-f9fd839334d3 · outbound

This paper cites Im- age question answering using convolutional neural network with dynamic parameter prediction.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Im- age question answering using convolutional neural network with dynamic parameter prediction

Reference 36

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Observation 25b3b077-7354-4326-acd4-d34dd390eeb3 · outbound

This paper cites Namboodiri.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Namboodiri

Reference 37

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Observation 10861b18-d334-4cb7-921f-c2fd98a0fb18 · outbound

This paper cites Multimodal differential net- work for visual question generation.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Multimodal differential net- work for visual question generation

Reference 38

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Observation f53a0262-cdcf-42b3-ac80-aba651bff49c · outbound

This paper cites Learning semantic sentence embeddings using sequential pair-wise discriminator.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Learning semantic sentence embeddings using sequential pair-wise discriminator

Reference 39

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Observation 669d6bec-80f7-48ec-842e-4f3ece3373b4 · outbound

This paper cites Explor- ing models and data for image question answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Explor- ing models and data for image question answering

Reference 40

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Observation 59a6e23c-6e94-47fc-8f51-e006e6b633da · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Grad-cam: Visual explanations from deep networks via gradient-based localization

Reference 41

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Observation 29080e88-9d97-42b7-b86e-ba46322d6bb4 · outbound

This paper cites Where to look: Focus regions for visual question answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Where to look: Focus regions for visual question answering

Reference 42

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Observation 1aaa87d3-4df5-4d61-ad4c-bc46738cc18b · outbound

This paper cites Namboodiri.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Namboodiri

Reference 43

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Observation 9aef08ac-ba15-44e8-b558-da5d9aec3a2e · outbound

This paper cites Understanding Measures of Uncertainty for Adversarial Example Detection.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Understanding Measures of Uncertainty for Adversarial Example Detection

Reference 44

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Observation c224c22c-aa2b-45dc-a13d-440441a3489f · outbound

This paper cites Grounded compositional se- mantics for ﬁnding and describing images with sentences.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Grounded compositional se- mantics for ﬁnding and describing images with sentences

Reference 45

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Observation b391567c-1ed1-4167-8aff-debe81940538 · outbound

This paper cites Dropout: a simple way to prevent neural networks from overﬁtting.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Dropout: a simple way to prevent neural networks from overﬁtting

Reference 46

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Observation 35ac2394-0c32-4ecf-85ff-6d7bafdf9d33 · outbound

This paper cites Bayesian Uncertainty Estimation for Batch Normalized Deep Networks.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Bayesian Uncertainty Estimation for Batch Normalized Deep Networks

Reference 47

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Observation 3a773f63-b763-4a8c-a88e-0ad35c2196b3 · outbound

This paper cites Show and tell: A neural image caption gen- erator.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Show and tell: A neural image caption gen- erator

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:54:30.254618Z

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Observation a57b05e4-9d8c-4b87-bc38-279126de5fec · outbound

This paper cites Dy- namic memory networks for visual and textual question an- swering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Dy- namic memory networks for visual and textual question an- swering

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:54:30.236639Z

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Observation 7824d53c-4f34-43d2-977f-707c8811822c · outbound

This paper cites Ask, attend and answer: Ex- ploring question-guided spatial attention for visual question answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Ask, attend and answer: Ex- ploring question-guided spatial attention for visual question answering

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:54:30.219629Z

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Observation 3f3f51f4-0178-46b9-bf22-c2e25bf8bbbe · outbound

This paper cites Show, attend and tell: Neural image caption gen- eration with visual attention.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Show, attend and tell: Neural image caption gen- eration with visual attention

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:54:30.202626Z

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Observation f781d2e7-e88c-4a32-8961-6bda0fd263b7 · outbound

This paper cites Attribute2image: Conditional image generation from visual attributes.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Attribute2image: Conditional image generation from visual attributes

Reference 52

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Observation a17a847d-c72d-43ee-b640-2bcd6f8cb00c · outbound

This paper cites Stacked attention networks for image question answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Stacked attention networks for image question answering

Reference 53

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Observation fdb9014c-0393-45d4-ada4-67dc0b1e557f · outbound

This paper cites Learning to count objects in natural images for visual ques- tion answering.

U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Learning to count objects in natural images for visual ques- tion answering

Reference 54

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U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Visual7w: Grounded question answering in images

Reference 55

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U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Unresolved cited work

Reference 56

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