Search Results for author:
Found 8 papers, 1 papers with code
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation
Given the hypothesis, TextManiA transfers pre-trained text representation obtained from a well-established large language encoder to a target visual feature space being learned.
Learning Customized Visual Models with Retrieval-Augmented Knowledge
Image-text contrastive learning models such as CLIP have demonstrated strong task transfer ability.
Ranked #1 on
Semi-Supervised Image Classification
on ImageNet - 1% labeled data
(using extra training data)
Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines
Complex image processing and computer vision systems often consist of a processing pipeline of functional modules.
SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment
We demonstrate an intelligent conversational agent system designed for advancing human-machine collaborative tasks.
Solving Small-Piece Jigsaw Puzzles by Growing Consensus
To reconstruct such challenging puzzles, we aim to search for piece configurations which maximize the size of consensus (i. e. grid or loop) configurations which represent a geometric consensus or agreement among pieces.
Learning to Remove Multipath Distortions in Time-of-Flight Range Images for a Robotic Arm Setup
We use the robotic arm to automatically collect a large amount of ToF range images containing various multipath distortions.
Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals
Several experiments are presented showing that our algorithm produces more robust and accurate 3D scanning results than state-of-the-art methods for challenging surface materials, with an equal or smaller number of projected patterns and at lower computational cost.
Axially Symmetric 3D Pots Configuration System Using Axis of Symmetry and Break Curve
The geometric structure used are curves on the pot along which the surface had broken and the silhouette of a pot with respect to an axis, called axisprofile curve (APC).
