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07/20/2023
Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory
Working memory (WM), a fundamental cognitive process facilitating the te...
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07/08/2023
Integrating Curricula with Replays: Its Effects on Continual Learning
Humans engage in learning and reviewing processes with curricula when ac...
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06/30/2023
Training-free Object Counting with Prompts
This paper tackles the problem of object counting in images. Existing ap...
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02/16/2023
Object-centric Learning with Cyclic Walks between Parts and Whole
Learning object-centric representations from complex natural environment...
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11/28/2022
Learning to Learn: How to Continuously Teach Humans and Machines
Our education system comprises a series of curricula. For example, when ...
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11/24/2022
Efficient Zero-shot Visual Search via Target and Context-aware Transformer
Visual search is a ubiquitous challenge in natural vision, including dai...
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11/23/2022
Human or Machine? Turing Tests for Vision and Language
As AI algorithms increasingly participate in daily activities that used ...
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11/23/2022
Reason from Context with Self-supervised Learning
A tiny object in the sky cannot be an elephant. Context reasoning is cri...
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11/21/2022
On the Robustness, Generalization, and Forgetting of Shape-Texture Debiased Continual Learning
Tremendous progress has been made in continual learning to maintain good...
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08/24/2022
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task
VQA is an ambitious task aiming to answer any image-related question. Ho...
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06/15/2022
What makes domain generalization hard?
While several methodologies have been proposed for the daunting task of ...
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06/01/2022
Label-Efficient Online Continual Object Detection in Streaming Video
To thrive in evolving environments, humans are capable of continual acqu...
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06/05/2021
Visual Search Asymmetry: Deep Nets and Humans Share Similar Inherent Biases
Visual search is a ubiquitous and often challenging daily task, exemplif...
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04/06/2021
When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes
Context is of fundamental importance to both human and machine vision – ...
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04/06/2021
Hypothesis-driven Stream Learning with Augmented Memory
Stream learning refers to the ability to acquire and transfer knowledge ...
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01/05/2021
Look Twice: A Computational Model of Return Fixations across Tasks and Species
Saccadic eye movements allow animals to bring different parts of an imag...
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05/25/2020
What am I Searching for: Zero-shot Target Identity Inference in Visual Search
Can we infer intentions from a person's actions? As an example problem, ...
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11/17/2019
Putting visual object recognition in context
Context plays an important role in visual recognition. Recent studies ha...
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05/23/2019
Prototype Reminding for Continual Learning
Continual learning is a critical ability of continually acquiring and tr...
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02/01/2019
Lift-the-Flap: Context Reasoning Using Object-Centered Graphs
Children benefit from lift-the-flap books by taking on an active role in...
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07/31/2018
Egocentric Spatial Memory
Egocentric spatial memory (ESM) defines a memory system with encoding, s...
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07/31/2018
What am I searching for?
Can we infer intentions and goals from a person's actions? As an example...
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07/18/2018