Detailed Technical Program

Day 1 - Main Conference

Wednesday, 3 December 2025

Time Session Location
08:00 – 09:00 Registration & Arrival Tea/Coffee Panorama Foyer, Adelaide Convention Centre
09:00 – 09:15 Opening Ceremony Panorama Room, Adelaide Convention Centre
09:15 – 09:30 University of Adelaide Welcome Panorama Room, Adelaide Convention Centre
9:30 – 9:40 Introduction to Program Panorama Room, Adelaide Convention Centre
09:40 – 10:40 Keynote 1: James Hays Panorama Room, Adelaide Convention Centre
10:40 – 11:00 Morning Tea Panorama Foyer, Adelaide Convention Centre
11:00 – 12:30

Oral Session 1: Image Analysis and Understanding

Talk 1 | 11:00 – 11:18
29: Logit Mixture Outlier Exposure for Fine-grained Out-of-Distribution Detection

Talk 2 | 11:18 – 11:36
57: 2D–3D Feature Fusion via Cross-Modal Latent Synthesis and Attention-Guided Restoration for Industrial Anomaly Detection

Talk 3 | 11:36 – 11:54
61: Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features

Talk 4 | 11:54 – 12:12
71: Evaluating Forgetting in Pretrained Robotic Policy Networks: A Continual Learning Study with Octo

Talk 5 | 12:12 – 12:30
85: Can Current AI Models Count What We Mean, Not What They See? A Benchmark and Systematic Evaluation

Panorama Room, Adelaide Convention Centre
12:30 – 12:40 Group Photo – foyer outside of Conference room Panorama Foyer, Adelaide Convention Centre
12:40 – 14:00 Lunch & Poster Session 1
Papers: 2, 9, 16, 21, 24, 25, 29, 32, 33, 35, 37, 42, 43, 48, 52, 57, 61, 62, 71, 85, 87, 100.
Panorama Foyer, Adelaide Convention Centre
14:00 – 15:30

Oral Session 2: Semantic Segmentation and Generative Model

Talk 1 | 14:00 – 14:18
2: AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation

Talk 2 | 14:18 – 14:36
9: Filling the Gaps: A Multitask Hybrid Multiscale Generative Framework for Missing Modality in Remote Sensing Semantic Segmentation

Talk 3 | 14:36 – 14:54
21: Diffusion-Based Synthetic Brightfield Microscopy Images for Enhanced Single Cell Detection

Talk 4 | 14:54 – 15:12
24: Streaming Video Diffusion: Online Video Editing with Diffusion Models

Talk 5 | 15:12 – 15:30
43: Flow-Selectivity SSM: A Generative State-Space Model with History-Aware GFlowNet Policiesn

Panorama Room, Adelaide Convention Centre
15:30 – 16:00 Afternoon Tea Panorama Foyer, Adelaide Convention Centre
16:00 – 17:30

Oral Session 3: 3D Vision

Talk 1 | 16:00 – 16:18
25: Dynamic Adaptive Sampling for Accurate Image-based 3D Insect Reconstruction Using Neural Implicit Surfaces

Talk 2 | 16:18 – 16:36
32: Consistent3D: Diffusion-Driven Sparse View Completion and 3D Reconstruction with Geometric Priors

Talk 3 | 16:36 – 16:54
62: Beyond Random Masking: A Dual-Stream Approach for Rotation-Invariant Point Cloud Masked Autoencoders

Talk 4 | 16:54 – 17:12
87: Training-free Non-Rigid Registration of Articulated Animal Bodies via Vision Features and Anatomical Priors

Talk 5 | 17:12 – 17:30
100: IntentFuse: Language-Guided 3D Scene Understanding via Prompt Filtering and Fusion

Panorama Room, Adelaide Convention Centre
17:30 – 18:30 APRS Annual General Meeting TBA

Day 2 - Main Conference

Thursday, 4 December 2025

Time Session Location
08:15 – 09:00 Arrival Tea/Coffee/Registration Panorama Foyer, Adelaide Convention Centre
09:00 – 10:00 Keynote 2: Angela Yao Panorama Room, Adelaide Convention Centre
10:00 – 10:15 Morning Tea Panorama Foyer, Adelaide Convention Centre
10:15 – 11:00 APRS Awards
(Special Pathway session for high school students)
Panorama Room, Adelaide Convention Centre
11:00 – 12:30

Oral Session 4: Medical Image Analysis

Talk 1 | 11:00 – 11:18
20: From Healthy Scans to Annotated Tumors: A Tumor Fabrication Framework for 3D Brain MRI Synthesis

Talk 2 | 11:18 – 11:36
26: Optimizing Brain Tumor Segmentation Networks through Evolutionary Neural Architecture Search

Talk 3 | 11:36 – 11:54
41: Implicit Visual Chain-of-Thought Reasoning for Anatomically Consistent Unsupervised 4D CT Deformable Image Registration

Talk 4 | 11:54 – 12:12
47: Understanding Non-verbal Vocalizations from Minimally-verbal Autistic Individuals: A Transfer Learning Approach

Talk 5 | 12:12 – 12:30
54: MedAttnNet: A Novel Architecture for Precise Brain Cancer Classification

Panorama Room, Adelaide Convention Centre
12:30 – 13:30 Lunch & Poster Session 2
Papers: 6, 7, 8, 10, 20, 26, 41, 47, 50, 54, 58, 67, 68, 69, 77, 96, 98, 99, 101, 102.
Panorama Foyer, Adelaide Convention Centre
14:00 – 15:00 Industry Panel Discussion Panorama Room, Adelaide Convention Centre
15:00 – 16:00 Keynote 3: Sonia Chernova Panorama Room, Adelaide Convention Centre
16:00 – 16:30 Afternoon Tea Panorama Foyer, Adelaide Convention Centre
16:00 – 17:00 Fun Run/Walk along Torrens Meet in Panorama Foyer, Adelaide Convention Centre
18:30 – 22:30 Conference Gala Dinner – Adelaide Convention Centre Halls J and K

Day 3 - Main Conference

Friday, 5 December 2025

Time Session Location
08:30 – 09:00 Arrival Tea/Coffee Panorama Foyer, Adelaide Convention Centre
09:00 – 10:00 Keynote 4: Anton van den Hengel Panorama Room, Adelaide Convention Centre
10:00 – 10:45 Short Talk: Alex London Panorama Room, Adelaide Convention Centre
10:45 – 11:15 Morning Tea Panorama Foyer, Adelaide Convention Centre
11:15 – 12:45

Oral Session 5: Biomedical

Talk 1 | 11:15 – 11:33
11: Physics-Informed Operator Learning for Hemodynamic Modeling

Talk 2 | 11:33 – 11:51
15: Exploring Primitive Visual Measurement Understanding and the Role of Output Format in Learning in Vision-Language Models

Talk 3 | 11:51 – 12:09
63: mmDFC: Multi-modality Dynamic Fusion and Modal-decoupled Alternating Optimization for Retinal Vessel Occlusion Prognosis

Talk 4 | 12:09 – 12:27
95: Filling in the Missing Piece: Advancing Automated Radiology Report Generation with Clinical Insights

Talk 5 | 12:27 – 12:45
97: X-Gen: Enhancing Radiology Report Generation via LLM-Driven Data Augmentation and Decoupled Training

Panorama Room, Adelaide Convention Centre
12:45 – 14:00 Lunch & Poster Session 3
Papers: 30, 53, 55, 59, 64, 70, 72, 79, 80, 81, 83, 86, 88, 91, 104.
Panorama Foyer, Adelaide Convention Centre
14:00 – 15:30

Oral Session 6: Additional Topics

Talk 1 | 14:00 – 14:18
30: MoE-Enhanced-TTT: Advancing Medical Image Segmentation

Talk 2 | 14:18 – 14:36
53: Maritime Vessel Classification in Low-resolution Synthetic Aperture Radar Imagery

Talk 3 | 14:36 – 14:54
55: Weakly Supervised Pixel-wise Classification of Hyperspectral Images with Noise-Adaptive Hybrid Attention and Triple Contrastive Learning

Talk 4 | 14:54 – 15:12
83: Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment

Talk 5 | 15:12 – 15:30
104: MedGemma-Critic: Fine-tuning Medical Language Models for Domain-specialised Text Evaluation

Panorama Room, Adelaide Convention Centre
15:30 – 16:00 Afternoon Tea Panorama Foyer, Adelaide Convention Centre
16:00 – 16:15 Closing Remarks Panorama Room, Adelaide Convention Centre